From 6e9fb2353cd2077eb296086025a595b51d323d40 Mon Sep 17 00:00:00 2001 From: Timotheus Kampik Date: Tue, 19 Mar 2019 23:40:39 +0100 Subject: [PATCH 1/2] #56 Add grid world support and example * Add an environment wrapper that adds a grid world abstraction to the JS-son library * Add a multi-agent "Arena" example --- .gitignore | 1 + README.md | 15 + examples/arena/README.md | 412 + .../arena/assets-src/apple-touch-icon.png | Bin 0 -> 71501 bytes examples/arena/assets-src/web-icon.png | Bin 0 -> 172754 bytes examples/arena/babel.config.js | 22 + examples/arena/build/build.js | 36 + examples/arena/build/webpack.config.js | 212 + examples/arena/js-son-arena.png | Bin 0 -> 66942 bytes examples/arena/package-lock.json | 9081 +++++++++++++++++ examples/arena/package.json | 71 + examples/arena/postcss.config.js | 5 + examples/arena/src/css/app.css | 94 + examples/arena/src/css/icons.css | 61 + .../src/fonts/Framework7Icons-Regular.eot | Bin 0 -> 82770 bytes .../src/fonts/Framework7Icons-Regular.ttf | Bin 0 -> 82560 bytes .../src/fonts/Framework7Icons-Regular.woff | Bin 0 -> 40036 bytes .../src/fonts/Framework7Icons-Regular.woff2 | Bin 0 -> 31456 bytes .../arena/src/fonts/MaterialIcons-Regular.eot | Bin 0 -> 143258 bytes .../arena/src/fonts/MaterialIcons-Regular.ttf | Bin 0 -> 128180 bytes .../src/fonts/MaterialIcons-Regular.woff | Bin 0 -> 57620 bytes .../src/fonts/MaterialIcons-Regular.woff2 | Bin 0 -> 44300 bytes examples/arena/src/index.html | 40 + examples/arena/src/js/Arena.js | 220 + examples/arena/src/js/app.js | 55 + examples/arena/src/js/routes.js | 10 + .../arena/src/js/template7-helpers-list.js | 1 + examples/arena/src/pages/home.f7.html | 38 + examples/arena/src/static/icons/128x128.png | Bin 0 -> 17826 bytes examples/arena/src/static/icons/144x144.png | Bin 0 -> 21374 bytes examples/arena/src/static/icons/152x152.png | Bin 0 -> 23412 bytes examples/arena/src/static/icons/192x192.png | Bin 0 -> 33461 bytes examples/arena/src/static/icons/256x256.png | Bin 0 -> 53562 bytes examples/arena/src/static/icons/512x512.png | Bin 0 -> 172754 bytes .../src/static/icons/apple-touch-icon.png | Bin 0 -> 71501 bytes examples/arena/src/static/icons/favicon.png | Bin 0 -> 37196 bytes spec/src/agent/Agent.spec.js | 2 +- spec/src/environment/FieldType.spec.js | 42 + spec/src/environment/GridWorld.spec.js | 88 + src/environment/FieldType.js | 25 + src/environment/GridWorld.js | 67 + src/js-son.js | 4 +- 42 files changed, 10600 insertions(+), 2 deletions(-) create mode 100644 examples/arena/README.md create mode 100644 examples/arena/assets-src/apple-touch-icon.png create mode 100644 examples/arena/assets-src/web-icon.png create mode 100644 examples/arena/babel.config.js create mode 100644 examples/arena/build/build.js create mode 100644 examples/arena/build/webpack.config.js create mode 100644 examples/arena/js-son-arena.png create mode 100644 examples/arena/package-lock.json create mode 100644 examples/arena/package.json create mode 100644 examples/arena/postcss.config.js create mode 100644 examples/arena/src/css/app.css create mode 100644 examples/arena/src/css/icons.css create mode 100644 examples/arena/src/fonts/Framework7Icons-Regular.eot create mode 100644 examples/arena/src/fonts/Framework7Icons-Regular.ttf create mode 100644 examples/arena/src/fonts/Framework7Icons-Regular.woff create mode 100644 examples/arena/src/fonts/Framework7Icons-Regular.woff2 create mode 100644 examples/arena/src/fonts/MaterialIcons-Regular.eot create mode 100644 examples/arena/src/fonts/MaterialIcons-Regular.ttf create mode 100644 examples/arena/src/fonts/MaterialIcons-Regular.woff create mode 100644 examples/arena/src/fonts/MaterialIcons-Regular.woff2 create mode 100644 examples/arena/src/index.html create mode 100644 examples/arena/src/js/Arena.js create mode 100644 examples/arena/src/js/app.js create mode 100644 examples/arena/src/js/routes.js create mode 100644 examples/arena/src/js/template7-helpers-list.js create mode 100644 examples/arena/src/pages/home.f7.html create mode 100644 examples/arena/src/static/icons/128x128.png create mode 100644 examples/arena/src/static/icons/144x144.png create mode 100644 examples/arena/src/static/icons/152x152.png create mode 100644 examples/arena/src/static/icons/192x192.png create mode 100644 examples/arena/src/static/icons/256x256.png create mode 100644 examples/arena/src/static/icons/512x512.png create mode 100644 examples/arena/src/static/icons/apple-touch-icon.png create mode 100644 examples/arena/src/static/icons/favicon.png create mode 100644 spec/src/environment/FieldType.spec.js create mode 100644 spec/src/environment/GridWorld.spec.js create mode 100644 src/environment/FieldType.js create mode 100644 src/environment/GridWorld.js diff --git a/.gitignore b/.gitignore index d08ed73..baa3a4a 100644 --- a/.gitignore +++ b/.gitignore @@ -76,6 +76,7 @@ out/ examples/node/package-lock.json examples/node/node_modules/ examples/web/www +examples/arena/www # Babel buiild lib \ No newline at end of file diff --git a/README.md b/README.md index 57c9bd2..7466e6c 100644 --- a/README.md +++ b/README.md @@ -484,6 +484,10 @@ We integrated the Game of Life simulation in a [Framework7](https://framework7.i You find the the source code of the web application [here in the examples directory](https://github.com/TimKam/JS-son/tree/master/examples/web). To run the example, install its dependencies with ``npm install`` and run the application in development (hot-reload) mode with ``npm run dev``. +### Grid World +By default, *JS-son* supports grid world environments. +A comprehensive multi-agent grid world tutorial is provided [here in the examples section](./examples/arena/README.md). + ## Supported Platforms *JS-son* supports recent versions of Firefox, Chrome, and Node.js. It is not tested for other platforms and does not use [Babel](https://babeljs.io/) to facilitate compatibility with legacy platforms. @@ -515,4 +519,15 @@ Contributors should consider the following conventions: ## Acknowledgements **Author**: Timotheus Kampik - [@TimKam](https://github.com/TimKam) +**Cite as**: + +``` +@inproceedings{js-son, + title={{JS-son - A Minimalistic JavaScript BDI Agent Library}}, + author={Kampik, Timotheus and Nieves, Juan Carlos}, + booktitle={7th International Workshop on Engineering Multi-Agent Systems (EMAS 2019), Montreal, Canada, 13--14 May, 2019}, + year={2019} +} +``` + This work was partially supported by the Wallenberg AI, Autonomous Systems and Software Program (WASP) funded by the Knut and Alice Wallenberg Foundation. \ No newline at end of file diff --git a/examples/arena/README.md b/examples/arena/README.md new file mode 100644 index 0000000..b4fcd78 --- /dev/null +++ b/examples/arena/README.md @@ -0,0 +1,412 @@ +# JS-son Arena - A Multi-Agent Grid World + +This tutorial describes how to use **JS-son** to implement a simple multi-agent grid world. +The example application is available online at [https://people.cs.umu.se/~tkampik/demos/arena/](https://people.cs.umu.se/~tkampik/demos/arena/). + +## Use Case +The tutorial describes the implementation of a 20 x 20 grid world. +In the world, 10 agents are acting. +Besides the agents, different static artifacts exits: *mountains* that block the agents' way, *money* fields, from which the agents can collect coins, and *repair* fields that allow the agents to restore their health. +If agents "crash" into each other, they lose some of their health. + +The implemented agents are fairly primitive and follow a set of simple rules when selecting their actions. +This means the tutorial is a good starting point for implementing more powerful agents with complex reasoning, learning, or planning abilities. + +## Dependencies +*JS-son Arena* is implemented as a [Framework7](https://framework7.io/) application and additionally uses the [Material Design](https://material.io/tools/icons) icon library. +This means, besides ``js-son-agent``, the application requires the following libraries: + +```json +{ + "dom7": "^2.1.3", + "framework7": "^4.0.1", + "framework7-icons": "^2.2.0", + "material-design-icons": "^3.0.1", + "template7": "^1.4.1" +} +``` +However, these libraries are only used as helpers to simplify the setup of a modern JavaScript build environment and to provide some out-of-the-box UI styles. +Generally, *JS-son* grid worlds can be implemented in any JavaScript environment. + +## Boiler Plate +As the initial boiler plate, the application uses a stripped-down version of [this Framework7 app generator](https://framework7.io/cli/). + +In addition, the ``home.f7.html`` page in the ``src`` directory features the following elements: + +* The ``arena-grid`` div will contain the grid world. +* The ``analysis``grid will contain metrics that describe the state of the grid world. +* When clicked, the ``restart-button`` link will trigger a restart of the grid world with a new pseudo-random initial state. + +```html +
+
+
+ Restart +
+``` + +The file ``app.js`` in ``src/js`` implements the Framework7-specific JavaScript code of *JS-son Arena*. +First, we import the dependencies: + +```javascript +import $$ from 'dom7' +import Framework7 from 'framework7/framework7.esm.bundle.js' +import 'framework7/css/framework7.bundle.css' +import '../css/icons.css' +import '../css/app.css' +import routes from './routes.js' +import Arena from './Arena' +``` + +Note that we describe the implementation of the ``Arena`` file--the grid world an agent specification--later. + +The following code configures the Framework7 app, initializes the grid world, executes a grid world step/turn every two seconds, and implements the restart button functionality: + +```javascript +var app = new Framework7({ // eslint-disable-line no-unused-vars + root: '#app', // App root element + + name: 'JS-son: Game of Life', // App name + theme: 'auto', // Automatic theme detection + // App root data + data: () => { + $$(document).on('page:init', e => { + let arena = Arena() + let shouldRestart = false + $$('.restart-button').on('click', () => { + shouldRestart = true + }) + window.setInterval(() => { + if (shouldRestart) { + shouldRestart = false + arena = Arena() + } else { + arena.run(1) + console.log(arena) + $$('#arena-grid').html(arena.render(arena.state)) + $$('#analysis').html(` + + + + ${arena.state.positions.map((_, index) => ``).join('')} + + + + ${arena.state.health.map(healthScore => ``).join('')} + + + + ${arena.state.coins.map(coins => ``).join('')} + +
Agent${index}
Health${healthScore}
Coins${coins}
+ `) + } + }, 2000) + }) + }, + // App routes + routes: routes +}) +``` + +We also need to configure some UI styles that will make the grid work environment look good; you find them in [app.css stylesheet](./src/css/app.css). + +## Agents and Environment +Now, we can start with the core of the tutorial: implementing *JS-son* agents and environment. +We create a new file--``Arena.js``--in ``src/js`` and import *JS-son* as follows: +```javascript +import { Belief, Desire, Plan, Agent, GridWorld, FieldType } from 'js-son-agent' +``` + +When used with its full capabilities, *JS-son* is a library for implementing *belief-desire-intention* (BDI) agents: + +* An agent starts with a set of *beliefs* (what it thinks is true about the environment). +* From the beliefs the agent generates *desire* functions that what the agent desires to achieve, given the beliefs. +* Still the determined *desires* might be in conflict with each other; this is why another function will determine the desires that should in fact be achieved--the so-called *intentions*. +* The intentions that are active determine the pre-specified *plan* functions that should be executed. A plan determines the agent's internal belief update, as well as a set of actions that should be executed. That means, the actions will be registered at the environment for execution; the environment will determine how the actions will be processed. + +Beliefs are static objects. +Because we want to define beliefs dynamically, we will later write a function that creates them. +First, we specify the desire functions. + +```javascript +const desires = { + ...Desire('go', beliefs => { + if (Math.random() < 0.25) { // random exploration + return Object.keys(beliefs.neighborStates)[Math.floor(Math.random() * 4)] + } + const neighborsDiamond = Object.keys(beliefs.neighborStates).some( + key => beliefs.neighborStates[key] === 'diamond' + ) + const neighborsRepair = Object.keys(beliefs.neighborStates).some( + key => beliefs.neighborStates[key] === 'repair' + ) + const neighborsPlain = Object.keys(beliefs.neighborStates).some( + key => beliefs.neighborStates[key] === 'plain' + ) + if (neighborsDiamond) { + return Object.keys(beliefs.neighborStates).find( + key => beliefs.neighborStates[key] === 'diamond' + ) + } else if (neighborsRepair) { + return Object.keys(beliefs.neighborStates).find( + key => beliefs.neighborStates[key] === 'repair' + ) + } else if (neighborsPlain) { + return Object.keys(beliefs.neighborStates).find( + key => beliefs.neighborStates[key] === 'plain' + ) + } else { + return undefined + } + }) +} +``` + +From the desires, we jump directly to plans (see the provided function ``(beliefs, desires) => desireKey => desires[desireKey](beliefs)`` further below, which is generically applicable for this purpose). +The plans simply relay the determined desire to the environment. + +```javascript +const plans = [ + Plan( + desires => desires.go === 'up', + () => ({ go: 'up' }) + ), + Plan( + desires => desires.go === 'down', + () => ({ go: 'down' }) + ), + Plan( + desires => desires.go === 'left', + () => ({ go: 'left' }) + ), + Plan( + desires => desires.go === 'right', + () => ({ go: 'right' }) + ) +] +``` + +In our grid world, the environment communicates only the state of an agents' neighboring fields (*orthogonal* neighbors: left, right, above, below) to the agent. +To implement this behavior, we define the following helper function: +```javascript +const determineNeighborStates = (position, state) => ({ + up: position + 20 >= 400 ? undefined : state.fields[position + 20], + down: position - 20 < 0 ? undefined : state.fields[position - 20], + left: position % 20 === 0 ? undefined : state.fields[position - 1], + right: position % 20 === 1 ? undefined : state.fields[position + 1] +}) +``` + +Then, we implement a function that dynamically generates agents that are aware of their own position and the field types of neighboring fields. +Each agents has a unique position and is otherwise identical with the others in its beliefs, desires, intentions, and plans. +```javascript +const generateAgents = initialState => initialState.positions.map((position, index) => { + const beliefs = { + ...Belief('neighborStates', determineNeighborStates(position, initialState)), + ...Belief('position', position), + ...Belief('health', 10), + ...Belief('coins', 0) + } + return new Agent( + index, + beliefs, + desires, + plans, + (beliefs, desires) => desireKey => desires[desireKey](beliefs) + ) +}) +``` + +Now, we implement the grid world environment. +First, we define a function that generates the environment's pseudo-random initial state. +The function will be called on page load and when clicking the *Restart* button. +```javascript +/* generate pseudo-random initial state */ +const generateInitialState = () => { + const dimensions = [20, 20] + const positions = [] + const fields = Array(dimensions[0] * dimensions[1]).fill(0).map((_, index) => { + const rand = Math.random() + if (rand < 0.1) { + return 'mountain' + } else if (rand < 0.15) { + return 'diamond' + } else if (rand < 0.20) { + return 'repair' + } else if (rand < 0.25 && positions.length < 10) { + positions.push(index) + return 'plain' + } else { + return 'plain' + } + }) + return { + dimensions, + positions, + coins: Array(10).fill(0), + health: Array(10).fill(10), + fields + } +} +``` + +Then, we specify the *field types* the environment supports. +When an agent acts on a field of a specific type, a set of *consequences* will be generated that updates the environment's state (which may in turn lead to an update of the state of some or all of the agents). +The functions below translate a specific action into a position change, if applicable (``trigger``) and determine the consequence to the general state of the agent and its environment (``generateConsequence``). +```javascript +// determine the consequence of an agent's action on a specific field +const generateConsequence = (state, agentId, newPosition) => { + switch (state.fields[newPosition]) { + case 'plain': + if (state.positions.includes(newPosition)) { + state.health = state.health.map((healthScore, index) => { + if (state.positions[index] === newPosition) { + if (state.health[index] <= 1) { + state.positions[index] = undefined + } + return --healthScore + } else { + return healthScore + } + }) + state.health[agentId]-- + if (state.health[agentId] <= 0) { + state.positions[agentId] = undefined + } + } else { + state.positions[agentId] = newPosition + } + break + case 'diamond': + state.coins[agentId]++ + break + case 'repair': + if (state.health[agentId] < 10) state.health[agentId]++ + break + } + return state +} + +// trigger an agent's action a specific field +const trigger = (actions, agentId, state, position) => { + switch (actions[0].go) { + case 'up': + if (position && position + 20 < 400) { + state = generateConsequence(state, agentId, position + 20) + } + break + case 'down': + if (position && position - 20 >= 0) { + state = generateConsequence(state, agentId, position - 20) + } + break + case 'left': + if (position && position % 20 !== 0) { + state = generateConsequence(state, agentId, position - 1) + } + break + case 'right': + if (position && position % 20 !== 1) { + state = generateConsequence(state, agentId, position + 1) + } + break + } + return state +} +``` + +We implement the following fields: + +* **Mountain** fields that the agents cannot pass. + +* **Diamond/money** fields that provide one *coin* to an agent that approaches them (the agent needs to move onto the field, but the environment will *return a coin* and leave the agent at its current position). + +* **Repair** fields that provide damaged agents with one additional *health* unit when approached (again, the agent needs to move onto the field, but the environment will *return a coin* and leave the agent at its current position). + +* **Plain** fields that can be traversed by an agent if no other agent is present on the field. If another agent is already present, the environment will reject the move, but decrease both agents' health by one. + +For each field type, we specify: + + * A unique identifier; + + * A function that determines the field's table cell class based on the environment's ``state`` and the field's ``position`` in the browser-based representation of the grid world; + + * A function that determines the field's table cell class based on the environment's ``state`` and the field's ``position`` in the Node.js/command line representation of the grid world. In this tutorial, we focus on a browser-based UI. Hence, this function is of little interest; + + * A function that generates an *annotation* field's table cell class based on the environment's ``state`` and the field's ``position`` in the browser-based representation of the grid world. In this example, we use the function to generate an annotation of the agent's ID to a field that is occupied by an agent. + + * The trigger function as defined above. + +```javascript +const fieldTypes = { + mountain: FieldType( + 'mountain', + () => 'mountain-field material-icons mountain', + () => '^', + trigger + ), + diamond: FieldType( + 'diamond', + () => 'diamond-field material-icons money', + () => 'v', + trigger + ), + repair: FieldType( + 'repair', + () => 'repair-field material-icons build', + () => 'F', + trigger + ), + plain: FieldType( + 'plain', + (state, position) => state.positions.includes(position) + ? 'plain-field material-icons robot' + : 'plain-field', + (state, position) => state.positions.includes(position) + ? 'R' + : '-', + trigger, + (state, position) => state.positions.includes(position) + ? `
${state.positions.indexOf(position)}
` + : '' + ) +} +``` + +We define the environment's ``stateFilter`` function that updates the agents beliefs by providing the new wealth and health levels and updating the agent's beliefs about the current neighbor states according to the current position. +As the agents are exposed to a *partially observable* environment, they only receive information about fields that are direct (orthogonal) neighbors to their current position: +```javascript +const stateFilter = (state, agentId, agentBeliefs) => ({ + ...agentBeliefs, + coins: state.coins[agentId], + health: state.health[agentId], + neighborStates: determineNeighborStates(state.positions[agentId], state) +}) +``` + +Finally, we create a function that generates a new GridWorld object with the specified properties (including partially pseudo-random initial state) and export it, so that it can be imported by the main application: +```javascript +const Arena = () => { + const initialState = generateInitialState() + return new GridWorld( + generateAgents(initialState), + initialState, + fieldTypes, + stateFilter + ) +} + +export default Arena +``` + +## Running the Application +To run the application, execute ``npm run dev`` in the root directory of this example project. +Your browser will automatically open the application, which looks like this: + +![JS-son: Arena example](js-son-arena.png) + +To run the full build to generate files that can be deployed to a website run ``npm run build-prod``. + + + diff --git a/examples/arena/assets-src/apple-touch-icon.png b/examples/arena/assets-src/apple-touch-icon.png new file mode 100644 index 0000000000000000000000000000000000000000..851a083b445a55dccdb07ad49205b4da27c47601 GIT binary patch literal 71501 zcmV)KK)Sz)P)0LRoD4@$1~h>&b^l;bfP2>j7-{86csJV%a^?hH#{-1J!3& z2Y+DJ%h^DGA4K3#`OBI9?#|Xi(o>xH%6Faf*#Q>L`)2s`FCu$E&iY5<-InAXZwSZQ z0G4HsD+D$K)mvv*2Nk=s*Ru#bO(Jll1iqt0y{ohLp_1Pz>J-<@Mt-vc?Bcht0%!;cYKSmtBqji@Mzg)_Yn51oJHU)0{`D5z%zNy^0%Gz(nIb!C+mv+e))N?{H}+9 z_NfwiJQEIM=<PnV+2E?RA=mN^(x7(2sSJ zJSJyEBjdM~OSHFj)lH6&=(#Eo6cOha?NX~8qa)p9XcP4|ps2pD$A}GgjYb4jfS}x$ z_ag1|r9Suj&U)c+2<6*58Vt2?IA@!fbn;gZI=X$E&>KN*B8BGz2ixa%m%U3D{Nba6 z+jo}Z+Xu@XT_s@Stei#Q|F01snRoVgmu(%#+!iY(ILnh?l9I|Ps+)qs3smWiQdp|>|9<)H&jDCaiA8P2yjH`>tP2zM#gh|!8Zc*X`iQX+ z_(MUe83>Mv<&v|!HxPI@2Ge>NKv_lH8wN7cYTcGUUiL5Q>frLuazUJ9Z31_1-CgeJ z>flgU31{Uj0#Ex0XdRRAyXVg>%RVPaJSJP~sGQ-fE;2iU)36Pgnr8qo1m+SRB7K8+QSsTHM7OUbKW5|vXLQLr zfxQvbtpGG@KuCIbbPM2T0N~LFUNY1!qb(aa)jG{p+wUrP!$4ZNbNdSB-g5Er%ibB! 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chalk = require('chalk'); +const config = require('./webpack.config.js'); + +const env = process.env.NODE_ENV || 'development'; +const target = process.env.TARGET || 'web'; +const isCordova = target === 'cordova' + +const spinner = ora(env === 'production' ? 'building for production...' : 'building development version...'); +spinner.start(); + +rm(isCordova ? './cordova/www' : './www/', (removeErr) => { + if (removeErr) throw removeErr; + + webpack(config, (err, stats) => { + if (err) throw err; + spinner.stop(); + + process.stdout.write(`${stats.toString({ + colors: true, + modules: false, + children: false, // If you are using ts-loader, setting this to true will make TypeScript errors show up during build. + chunks: false, + chunkModules: false, + })}\n\n`); + + if (stats.hasErrors()) { + console.log(chalk.red('Build failed with errors.\n')); + process.exit(1); + } + + console.log(chalk.cyan('Build complete.\n')); + }); +}); diff --git a/examples/arena/build/webpack.config.js b/examples/arena/build/webpack.config.js new file mode 100644 index 0000000..12a86ce --- /dev/null +++ b/examples/arena/build/webpack.config.js @@ -0,0 +1,212 @@ +const webpack = require('webpack'); +const CopyWebpackPlugin = require('copy-webpack-plugin'); +const HtmlWebpackPlugin = require('html-webpack-plugin'); + +const MiniCssExtractPlugin = require('mini-css-extract-plugin'); +const OptimizeCSSPlugin = require('optimize-css-assets-webpack-plugin'); +const UglifyJsPlugin = require('uglifyjs-webpack-plugin'); + + +const path = require('path'); + +function resolvePath(dir) { + return path.join(__dirname, '..', dir); +} + +const env = process.env.NODE_ENV || 'development'; +const target = process.env.TARGET || 'web'; + + +module.exports = { + mode: env, + entry: [ + './src/js/app.js', + ], + output: { + path: resolvePath('www'), + filename: 'js/app.js', + publicPath: '', + }, + resolve: { + extensions: ['.js', '.vue', '.json'], + alias: { + vue$: 'vue/dist/vue.esm.js', + '@': resolvePath('src'), + }, + }, + devtool: env === 'production' ? 'source-map' : 'eval', + devServer: { + hot: true, + open: true, + compress: true, + contentBase: '/www/', + disableHostCheck: true, + watchOptions: { + poll: true, + }, + }, + module: { + rules: [ + { + test: /\.(js|jsx)$/, + use: 'babel-loader', + include: [ + resolvePath('src'), + resolvePath('node_modules/framework7'), + resolvePath('node_modules/framework7-vue'), + resolvePath('node_modules/framework7-react'), + resolvePath('node_modules/template7'), + resolvePath('node_modules/dom7'), + resolvePath('node_modules/ssr-window'), + ], + }, + { + test: /\.f7.html$/, + use: [ + 'babel-loader', + { + loader: 'framework7-component-loader', + options: { + helpersPath: './src/template7-helpers-list.js', + }, + }, + ], + }, + + { + test: /\.css$/, + use: [ + (env === 'development' ? 'style-loader' : { + loader: MiniCssExtractPlugin.loader, + options: { + publicPath: '../' + } + }), + 'css-loader', + 'postcss-loader', + ], + }, + { + test: /\.styl(us)?$/, + use: [ + (env === 'development' ? 'style-loader' : { + loader: MiniCssExtractPlugin.loader, + options: { + publicPath: '../' + } + }), + 'css-loader', + 'postcss-loader', + 'stylus-loader', + ], + }, + { + test: /\.less$/, + use: [ + (env === 'development' ? 'style-loader' : { + loader: MiniCssExtractPlugin.loader, + options: { + publicPath: '../' + } + }), + 'css-loader', + 'postcss-loader', + 'less-loader', + ], + }, + { + test: /\.(sa|sc)ss$/, + use: [ + (env === 'development' ? 'style-loader' : { + loader: MiniCssExtractPlugin.loader, + options: { + publicPath: '../' + } + }), + 'css-loader', + 'postcss-loader', + 'sass-loader', + ], + }, + { + test: /\.(png|jpe?g|gif|svg)(\?.*)?$/, + loader: 'url-loader', + options: { + limit: 10000, + name: 'images/[name].[ext]', + }, + }, + { + test: /\.(mp4|webm|ogg|mp3|wav|flac|aac)(\?.*)?$/, + loader: 'url-loader', + options: { + limit: 10000, + name: 'media/[name].[ext]', + }, + }, + { + test: /\.(woff2?|eot|ttf|otf)(\?.*)?$/, + loader: 'url-loader', + options: { + limit: 10000, + name: 'fonts/[name].[ext]', + }, + }, + ], + }, + plugins: [ + new webpack.DefinePlugin({ + 'process.env.NODE_ENV': JSON.stringify(env), + 'process.env.TARGET': JSON.stringify(target), + }), + + ...(env === 'production' ? [ + // Production only plugins + new UglifyJsPlugin({ + uglifyOptions: { + compress: { + warnings: false, + }, + }, + sourceMap: true, + parallel: true, + }), + new OptimizeCSSPlugin({ + cssProcessorOptions: { + safe: true, + map: { inline: false }, + }, + }), + new webpack.optimize.ModuleConcatenationPlugin(), + ] : [ + // Development only plugins + new webpack.HotModuleReplacementPlugin(), + new webpack.NamedModulesPlugin(), + ]), + new HtmlWebpackPlugin({ + filename: './index.html', + template: './src/index.html', + inject: true, + minify: env === 'production' ? { + collapseWhitespace: true, + removeComments: true, + removeRedundantAttributes: true, + removeScriptTypeAttributes: true, + removeStyleLinkTypeAttributes: true, + useShortDoctype: true + } : false, + }), + new MiniCssExtractPlugin({ + filename: 'css/app.css', + }), + new CopyWebpackPlugin([ + { + from: resolvePath('src/static'), + to: resolvePath('www/static'), + }, + + ]), + + + ], +}; \ No newline at end of file diff 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"ora": "^3.1.0", + "postcss-loader": "^3.0.0", + "postcss-preset-env": "^6.5.0", + "rimraf": "^2.6.3", + "style-loader": "^0.23.1", + "terser-webpack-plugin": "^1.2.2", + "uglifyjs-webpack-plugin": "^2.1.1", + "url-loader": "^1.1.2", + "webpack": "^4.29.3", + "webpack-cli": "^3.2.3", + "webpack-dev-server": "^3.1.14" + } +} diff --git a/examples/arena/postcss.config.js b/examples/arena/postcss.config.js new file mode 100644 index 0000000..25a1c3e --- /dev/null +++ b/examples/arena/postcss.config.js @@ -0,0 +1,5 @@ +module.exports = { + plugins: { + 'postcss-preset-env': {} + } +} diff --git a/examples/arena/src/css/app.css b/examples/arena/src/css/app.css new file mode 100644 index 0000000..f48a403 --- /dev/null +++ b/examples/arena/src/css/app.css @@ -0,0 +1,94 @@ +/* Custom color theme properties */ +:root { + --f7-theme-color: #304763; + --f7-theme-color-rgb: 48, 71, 99; + --f7-theme-color-shade: #233348; + --f7-theme-color-tint: #3d5b7e; +} + +/*** Custom styles ***/ + +/* Header, Intro */ +.title-large, .intro-div { + text-align: center; +} + +.intro-text { + max-width: 550px; + display: inline-block; + padding-bottom: 25px; +} + +/* Arena / Grid World */ +#arena-grid, #analysis { + max-width: 600px; + margin: 0 auto; +} + +#analysis { + margin-top: 20px; +} + +#analysis table { + margin: 0 auto; +} + +td { + height: 25px; + width: 25px; + display: table-cell !important; +} + +.plain-field { + background-color: #73A790 +} + +.mountain-field { + background-color: #F0EEE3 +} + +.diamond-field { + background-color: #D7B17C +} + +.repair-field { + background-color: #EABAB9 +} + +/* Controls */ +.controls { + padding-top: 20px; + padding-bottom: 50px; +} + +.controls .button { + max-width: 250px; + display: block; + margin-left: auto; + margin-right: auto; +} + +.material-icons.money::before{ + content: "monetization_on"; +} + +.material-icons.build::before{ + content: "build"; +} + +.material-icons.mountain::before{ + content: "keyboard_arrow_up"; +} + +.material-icons.robot::before{ + content: "android"; +} + +.field-annotation { + color: red; + position: absolute; + font-family: initial; + margin-top: -18px; + margin-left: 7px; + font-weight: bold; +} diff --git a/examples/arena/src/css/icons.css b/examples/arena/src/css/icons.css new file mode 100644 index 0000000..230e330 --- /dev/null +++ b/examples/arena/src/css/icons.css @@ -0,0 +1,61 @@ +/* Material Icons Font (for MD theme) */ +@font-face { + font-family: 'Material Icons'; + font-style: normal; + font-weight: 400; + src: url(../fonts/MaterialIcons-Regular.eot); + src: local('Material Icons'), + local('MaterialIcons-Regular'), + url(../fonts/MaterialIcons-Regular.woff2) format('woff2'), + url(../fonts/MaterialIcons-Regular.woff) format('woff'), + url(../fonts/MaterialIcons-Regular.ttf) format('truetype'); +} +.material-icons { + font-family: 'Material Icons'; + font-weight: normal; + font-style: normal; + font-size: 24px; + display: inline-block; + line-height: 1; + text-transform: none; + letter-spacing: normal; + word-wrap: normal; + white-space: nowrap; + direction: ltr; + -webkit-font-smoothing: antialiased; + text-rendering: optimizeLegibility; + -moz-osx-font-smoothing: grayscale; + font-feature-settings: 'liga'; +} + +/* Framework7 Icons Font (for iOS theme) */ +@font-face { + font-family: 'Framework7 Icons'; + font-style: normal; + font-weight: 400; + src: url("../fonts/Framework7Icons-Regular.eot"); + src: url("../fonts/Framework7Icons-Regular.woff2") format("woff2"), + url("../fonts/Framework7Icons-Regular.woff") format("woff"), + url("../fonts/Framework7Icons-Regular.ttf") format("truetype"); +} +.f7-icons { + font-family: 'Framework7 Icons'; + font-weight: normal; + font-style: normal; + font-size: 28px; + line-height: 1; + letter-spacing: normal; + text-transform: none; + display: inline-block; + white-space: nowrap; + word-wrap: normal; + direction: ltr; + -webkit-font-smoothing: antialiased; + text-rendering: optimizeLegibility; + 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+ + + + + + + + + + + JS-son: Game of Life + + + + + + + + + +

    + +
    + + + +
    + + + + \ No newline at end of file diff --git a/examples/arena/src/js/Arena.js b/examples/arena/src/js/Arena.js new file mode 100644 index 0000000..3bb8ebf --- /dev/null +++ b/examples/arena/src/js/Arena.js @@ -0,0 +1,220 @@ +// import js-son and assign Belief, Plan, Agent, GridWorld, and FieldType to separate consts +import { Belief, Desire, Plan, Agent, GridWorld, FieldType } from 'js-son-agent' + +/* desires */ +const desires = { + ...Desire('go', beliefs => { + if (Math.random() < 0.25) { // random exploration + return Object.keys(beliefs.neighborStates)[Math.floor(Math.random() * 4)] + } + const neighborsDiamond = Object.keys(beliefs.neighborStates).some( + key => beliefs.neighborStates[key] === 'diamond' + ) + const neighborsRepair = Object.keys(beliefs.neighborStates).some( + key => beliefs.neighborStates[key] === 'repair' + ) + const neighborsPlain = Object.keys(beliefs.neighborStates).some( + key => beliefs.neighborStates[key] === 'plain' + ) + if (neighborsDiamond) { + return Object.keys(beliefs.neighborStates).find( + key => beliefs.neighborStates[key] === 'diamond' + ) + } else if (neighborsRepair) { + return Object.keys(beliefs.neighborStates).find( + key => beliefs.neighborStates[key] === 'repair' + ) + } else if (neighborsPlain) { + return Object.keys(beliefs.neighborStates).find( + key => beliefs.neighborStates[key] === 'plain' + ) + } else { + return undefined + } + }) +} + +const plans = [ + Plan( + desires => desires.go === 'up', + () => ({ go: 'up' }) + ), + Plan( + desires => desires.go === 'down', + () => ({ go: 'down' }) + ), + Plan( + desires => desires.go === 'left', + () => ({ go: 'left' }) + ), + Plan( + desires => desires.go === 'right', + () => ({ go: 'right' }) + ) +] + +/* helper function to determine the field types of an agent's neighbor fields */ +const determineNeighborStates = (position, state) => ({ + up: position + 20 >= 400 ? undefined : state.fields[position + 20], + down: position - 20 < 0 ? undefined : state.fields[position - 20], + left: position % 20 === 0 ? undefined : state.fields[position - 1], + right: position % 20 === 1 ? undefined : state.fields[position + 1] +}) +/* + dynamically generate agents that are aware of their own position and the types of neighboring + fields +*/ +const generateAgents = initialState => initialState.positions.map((position, index) => { + const beliefs = { + ...Belief('neighborStates', determineNeighborStates(position, initialState)), + ...Belief('position', position), + ...Belief('health', 10), + ...Belief('coins', 0) + } + return new Agent( + index, + beliefs, + desires, + plans, + (beliefs, desires) => desireKey => desires[desireKey](beliefs) + ) +}) + +/* generate pseudo-random initial state */ +const generateInitialState = () => { + const dimensions = [20, 20] + const positions = [] + const fields = Array(dimensions[0] * dimensions[1]).fill(0).map((_, index) => { + const rand = Math.random() + if (rand < 0.1) { + return 'mountain' + } else if (rand < 0.15) { + return 'diamond' + } else if (rand < 0.20) { + return 'repair' + } else if (rand < 0.25 && positions.length < 10) { + positions.push(index) + return 'plain' + } else { + return 'plain' + } + }) + return { + dimensions, + positions, + coins: Array(10).fill(0), + health: Array(10).fill(10), + fields + } +} + +const generateConsequence = (state, agentId, newPosition) => { + switch (state.fields[newPosition]) { + case 'plain': + if (state.positions.includes(newPosition)) { + state.health = state.health.map((healthScore, index) => { + if (state.positions[index] === newPosition) { + if (state.health[index] <= 1) { + state.positions[index] = undefined + } + return --healthScore + } else { + return healthScore + } + }) + state.health[agentId]-- + if (state.health[agentId] <= 0) { + state.positions[agentId] = undefined + } + } else { + state.positions[agentId] = newPosition + } + break + case 'diamond': + state.coins[agentId]++ + break + case 'repair': + if (state.health[agentId] < 10) state.health[agentId]++ + break + } + return state +} + +const trigger = (actions, agentId, state, position) => { + switch (actions[0].go) { + case 'up': + if (position && position + 20 < 400) { + state = generateConsequence(state, agentId, position + 20) + } + break + case 'down': + if (position && position - 20 >= 0) { + state = generateConsequence(state, agentId, position - 20) + } + break + case 'left': + if (position && position % 20 !== 0) { + state = generateConsequence(state, agentId, position - 1) + } + break + case 'right': + if (position && position % 20 !== 1) { + state = generateConsequence(state, agentId, position + 1) + } + break + } + return state +} + +const stateFilter = (state, agentId, agentBeliefs) => ({ + ...agentBeliefs, + coins: state.coins[agentId], + health: state.health[agentId], + neighborStates: determineNeighborStates(state.positions[agentId], state) +}) + +const fieldTypes = { + mountain: FieldType( + 'mountain', + () => 'mountain-field material-icons mountain', + () => '^', + trigger + ), + diamond: FieldType( + 'diamond', + () => 'diamond-field material-icons money', + () => 'v', + trigger + ), + repair: FieldType( + 'repair', + () => 'repair-field material-icons build', + () => 'F', + trigger + ), + plain: FieldType( + 'plain', + (state, position) => state.positions.includes(position) + ? 'plain-field material-icons robot' + : 'plain-field', + (state, position) => state.positions.includes(position) + ? 'R' + : '-', + trigger, + (state, position) => state.positions.includes(position) + ? `
    ${state.positions.indexOf(position)}
    ` + : '' + ) +} + +const Arena = () => { + const initialState = generateInitialState() + return new GridWorld( + generateAgents(initialState), + initialState, + fieldTypes, + stateFilter + ) +} + +export default Arena diff --git a/examples/arena/src/js/app.js b/examples/arena/src/js/app.js new file mode 100644 index 0000000..1830399 --- /dev/null +++ b/examples/arena/src/js/app.js @@ -0,0 +1,55 @@ +import $$ from 'dom7' +import Framework7 from 'framework7/framework7.esm.bundle.js' +import 'framework7/css/framework7.bundle.css' +// Icons and App Custom Styles +import '../css/icons.css' +import '../css/app.css' +// Import Routes +import routes from './routes.js' +// Game of Life +import Arena from './Arena' + +var app = new Framework7({ // eslint-disable-line no-unused-vars + root: '#app', // App root element + + name: 'JS-son: Game of Life', // App name + theme: 'auto', // Automatic theme detection + // App root data + data: () => { + $$(document).on('page:init', e => { + let arena = Arena() + let shouldRestart = false + $$('.restart-button').on('click', () => { + shouldRestart = true + }) + window.setInterval(() => { + if (shouldRestart) { + shouldRestart = false + arena = Arena() + } else { + arena.run(1) + console.log(arena) + $$('#arena-grid').html(arena.render(arena.state)) + $$('#analysis').html(` + + + + ${arena.state.positions.map((_, index) => ``).join('')} + + + + ${arena.state.health.map(healthScore => ``).join('')} + + + + ${arena.state.coins.map(coins => ``).join('')} + +
    Agent${index}
    Health${healthScore}
    Coins${coins}
    + `) + } + }, 2000) + }) + }, + // App routes + routes: routes +}) diff --git a/examples/arena/src/js/routes.js b/examples/arena/src/js/routes.js new file mode 100644 index 0000000..aa72d0f --- /dev/null +++ b/examples/arena/src/js/routes.js @@ -0,0 +1,10 @@ + +import HomePage from '../pages/home.f7.html' + +var routes = [ + { + path: '/', + component: HomePage + } +] +export default routes diff --git a/examples/arena/src/js/template7-helpers-list.js b/examples/arena/src/js/template7-helpers-list.js new file mode 100644 index 0000000..4ba52ba --- /dev/null +++ b/examples/arena/src/js/template7-helpers-list.js @@ -0,0 +1 @@ +module.exports = {} diff --git a/examples/arena/src/pages/home.f7.html b/examples/arena/src/pages/home.f7.html new file mode 100644 index 0000000..82664d2 --- /dev/null +++ b/examples/arena/src/pages/home.f7.html @@ -0,0 +1,38 @@ + + \ No newline at end of file diff --git a/examples/arena/src/static/icons/128x128.png b/examples/arena/src/static/icons/128x128.png 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b/spec/src/agent/Agent.spec.js @@ -18,7 +18,7 @@ describe('Agent / next()', () => { it('should return plan execution result for active plans', () => { agent.start() - expect(agent.next(beliefs)[0]).toEqual({ + expect(agent.next(beliefs)).toContain({ actions: ['Good dog!'] }) }) diff --git a/spec/src/environment/FieldType.spec.js b/spec/src/environment/FieldType.spec.js new file mode 100644 index 0000000..1948738 --- /dev/null +++ b/spec/src/environment/FieldType.spec.js @@ -0,0 +1,42 @@ +const FieldType = require('../../../src/environment/FieldType') + +describe('FieldType', () => { + const fieldType = FieldType( + 'plain', + (state, position) => state.positions.includes(position) + ? 'plain-field material-icons robot' + : 'plain-field', + (state, position) => state.positions.includes(position) + ? 'R' + : '-', + (actions, _, state, __) => ({ ...state, action: actions[0] }), + (state, position) => state.positions.includes(position) + ? `
      ${state.positions.indexOf(position)}
      ` + : '' + ) + + const state = { + positions: [10, 20], + health: [25, 20] + } + + const actions = [{ go: 'up' }] + + it('Should render field as specified by generateClass / generateAnnotation functions', () => { + expect(fieldType.render(state, undefined)).toEqual('') + expect(fieldType.render(state, 10)).toEqual( + '
      0
      ' + ) + }) + + it('Should render field as specified by generateCharRep function', () => { + expect(fieldType.render(state, 1, false)).toEqual('-') + expect(fieldType.render(state, 20, false)).toEqual('R') + }) + + it('Should execute the "generateConsequence" function when triggered', () => { + expect(fieldType.trigger(actions, 0, state, 1)).toEqual( + { ...state, action: { go: 'up' } } + ) + }) +}) diff --git a/spec/src/environment/GridWorld.spec.js b/spec/src/environment/GridWorld.spec.js new file mode 100644 index 0000000..6d97d49 --- /dev/null +++ b/spec/src/environment/GridWorld.spec.js @@ -0,0 +1,88 @@ +const Belief = require('../../../src/agent/Belief') +const Desire = require('../../../src/agent/Desire') +const Plan = require('../../../src/agent/Plan') +const Agent = require('../../../src/agent/Agent') +const GridWorld = require('../../../src/environment/GridWorld') +const FieldType = require('../../../src/environment/FieldType') + +const desires = { + ...Desire('go', beliefs => beliefs.testBelief === 1 ? 'right' : 'left') +} + +const plans = [ + Plan(desires => desires.go === 'right', () => ({ go: 'right' })), + Plan(desires => desires.go === 'left', () => ({ go: 'left' })) +] + +const agents = [1, 2, 3].map(value => new Agent( + value, + { ...Belief('testBelief', value) }, + desires, + plans, + (beliefs, desires) => desireKey => desires[desireKey](beliefs) +)) + +const fieldType = FieldType( + 'plain', + (state, position) => state.positions.includes(position) + ? 'a' + : 'b', + (state, position) => state.positions.includes(position) + ? 'R' + : '-', + (actions, _, state, __) => ({ ...state, action: actions[0] }), + (state, position) => state.positions.includes(position) + ? `${state.positions.indexOf(position)}

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    ` + : '' +) + +const gridWorld = new GridWorld( + agents, + { + positions: [1, 2, 3], + dimensions: [4, 4], + fields: Array(4 * 4).fill('plain') + }, + { plain: fieldType } +) + +const newWorldState = gridWorld.run(1) + +describe('GridWorld / run()', () => { + it('Should process agent actions as specified', () => { + expect(newWorldState.slice(-1)[0].action.go).toEqual('left') + }) + + it('Should terminate after the specified number of iterations', () => { + expect(gridWorld.history.length).toEqual(2) + }) + + it('Should be able to handle "dead"/inactive agents with ``undefined`` position', () => { + gridWorld.reset() + gridWorld.state.positions[1] = undefined + gridWorld.run(1) + expect(gridWorld.history.length).toEqual(2) + expect(gridWorld.render(gridWorld.state)).toEqual([ + '****\r\n', + '-R-R\r\n', + '----\r\n', + '----\r\n', + '----\r\n', + '****' + ].join('')) + }) + + it('Should render the GridWorld correctly', () => { + gridWorld.reset() + gridWorld.state.positions[1] = 2 + gridWorld.run(1) + expect(gridWorld.render(gridWorld.state)).toEqual([ + '****\r\n', + '-RRR\r\n', + '----\r\n', + '----\r\n', + '----\r\n', + '****' + ].join('')) + }) +}) diff --git a/src/environment/FieldType.js b/src/environment/FieldType.js new file mode 100644 index 0000000..c4d9980 --- /dev/null +++ b/src/environment/FieldType.js @@ -0,0 +1,25 @@ +/** + * JS-son world field type generator + * @param {string} id Unique identifier of field type + * @param {function} generateClass Determines field's table cell class based on state, position + * @param {function} generateCharRep Determines field's cli representation, based on state, position + * @param {function} generateConsequence Determines effect of action in field to agent and env + * @param {function} generateAnnotation Determines field's annotation, based on state, position + * @returns {object} JS-son grid world field type +*/ +const FieldType = ( + id, + generateClass, + generateCharRep, + generateConsequence, + generateAnnotation = () => '' +) => ({ + id, + render: (state, position, browser = true) => browser + ? `${generateAnnotation(state, position)}` + : generateCharRep(state, position), + trigger: (actions, agentId, state, position) => + generateConsequence(actions, agentId, state, position) +}) + +module.exports = FieldType diff --git a/src/environment/GridWorld.js b/src/environment/GridWorld.js new file mode 100644 index 0000000..77d16ce --- /dev/null +++ b/src/environment/GridWorld.js @@ -0,0 +1,67 @@ +const Environment = require('./Environment') + +/** + * JS-son grid world environment + * @param {array} agents JS-son agents to run + * @param {object} state Initial environment state + * @param {object} fieldTypes Object: all field types (id: {...properties}) the environment supports + * @param {function} stateFilter Function for filtering state that agents should receive + * @returns {object} JS-son environment object with grid world render function + */ +function GridWorld ( + agents, + state, + fieldTypes, + stateFilter = state => state +) { + const renderBrowser = (state, fieldTypes) => [].concat( + '', + state.fields.map((field, index) => { + let worldSnippet = '' + if (index % state.dimensions[0] === 0) worldSnippet += '' + worldSnippet += fieldTypes[field].render(state, index) + if (index % state.dimensions[0] === state.dimensions[0] - 1) worldSnippet += '' + return worldSnippet + }), + '
    ' + ).join('') + + const renderNode = (state, fieldTypes) => [].concat( + '****', + state.fields.map((field, index) => { + let worldSnippet = '' + if (index % state.dimensions[0] === 0) worldSnippet += '\r\n' + worldSnippet += fieldTypes[field].render(state, index, false) + return worldSnippet + }), + '\r\n****' + ).join('') + + const render = (state, fieldTypes) => + typeof window === 'undefined' + ? renderNode(state, fieldTypes) + : renderBrowser(state, fieldTypes) + + const update = (actions, agentId, state, fieldTypes) => { + const agentPosition = state.positions[agentId] + if (agentPosition) { + const fieldType = fieldTypes[state.fields[agentPosition]] + return { + ...state, + ...fieldType.trigger(actions, agentId, state, agentPosition) + } + } else { // inactive or "dead" agents may have undefined position + return state + } + } + + return new Environment( + agents, + state, + (actions, agentId, currentState) => update(actions, agentId, state, fieldTypes), + state => render(state, fieldTypes), + stateFilter + ) +} + +module.exports = GridWorld diff --git a/src/js-son.js b/src/js-son.js index 7b03074..ff1c252 100644 --- a/src/js-son.js +++ b/src/js-son.js @@ -4,7 +4,9 @@ const JSson = { Intentions: require('./agent/Intentions'), Plan: require('./agent/Plan'), Agent: require('./agent/Agent'), - Environment: require('./environment/Environment') + Environment: require('./environment/Environment'), + GridWorld: require('./environment/GridWorld'), + FieldType: require('./environment/FieldType') } module.exports = JSson From 56fdc6f9896db200dfa9e535a9064bbb5115c711 Mon Sep 17 00:00:00 2001 From: Timotheus Kampik Date: Sun, 24 Mar 2019 21:51:17 +0100 Subject: [PATCH 2/2] fix test --- spec/src/agent/Agent.spec.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/spec/src/agent/Agent.spec.js b/spec/src/agent/Agent.spec.js index 36b0f7f..5b262fe 100644 --- a/spec/src/agent/Agent.spec.js +++ b/spec/src/agent/Agent.spec.js @@ -18,7 +18,7 @@ describe('Agent / next()', () => { it('should return plan execution result for active plans', () => { agent.start() - expect(agent.next(beliefs)).toContain({ + expect(agent.next({ ...beliefs, dogHungry: false })).toContain({ actions: ['Good dog!'] }) })