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sarsa-learning

Here are 72 public repositories matching this topic...

yaricom / bombman-RL-AI-J2ME

The classic Bomber Man game with Reinforcement Learning based AI agent for J2ME platform. It was done long before RL become so hypo :)

reinforcement-learning q-learning sarsa-learning

Updated May 6, 2016
Java

znreza / RL_Best_Presentation

This presentation contains very precise yet detailed explanation of concepts of a very interesting topic -- Reinforcement Learning.

reinforcement-learning exploration reinforcement-learning-algorithms sarsa exploitation bandit-learning active-learning td-learning alphago model-based-rl bandit-algorithm passive-learning model-free sarsa-learning rl-vs-supervised-learning rl-vs-unsupervised-learning

Updated Dec 25, 2017

vin-nag / Blackjack-Reinforcement-Learning

Developing an optimal playing strategy for the popular game Blackjack using various Reinforcement Learning algorithms.

reinforcement-learning machine-learning-algorithms reinforcement-learning-algorithms python-3 heuristics pygame-application monte-carlo-tree-search artificial-intelligence-algorithms qlearning-algorithm sarsa-learning

Updated Jul 17, 2018
Python

JayLohokare / temporal-difference-implementation

Implementation of various temporal difference algorithms for OpenAI Cliff walking (Gridworld Cliff)

qlearning sarsa-learning temporal-difference-algorithms gridworld-cliff

Updated Oct 29, 2018
Jupyter Notebook

nazaninsbr / Intellignet-Taxi

A Taxi driver agent that learns using Q learning and Sarsa

qlearning openai-gym sarsa qlearning-algorithm openai-gym-environments sarsa-learning taxi-agent taxi-v2

Updated Feb 4, 2019
Python

pchandra90 / deep_rl_udacity

Exercise and assignments of Deep Reinforcement Learning Nanodegree Program offered by Udacity

machine-learning reinforcement-learning machine-learning-algorithms deep-reinforcement-learning q-learning python3 udacity-nanodegree function-approximation expected-sarsa temporal-differencing-learning sarsa-learning sutton-gambler sutton-book sutton-gridworld

Updated Mar 3, 2019
Jupyter Notebook

DavidMouse1118 / Reinforcement-Learning-Maze-World

SARSA, Q-Learning, Expected SARSA, SARSA(λ) and Double Q-learning Implementation and Analysis

reinforcement-learning q-learning expected-sarsa sarsa-lambda sarsa-learning double-q-learning

Updated Aug 19, 2019
Python

navreeetkaur / reinforcement-learning-algorithms

Policy Evaluation and Policy Control for modified Blackjack: Assignment 1, COL870 (Reinforcement Learning) @ IIT Delhi

reinforcement-learning monte-carlo blackjack sarsa policy-evaluation policy-iteration value-iteration td-learning sarsa-learning model-free-rl model-free-control policy-control

Updated Oct 6, 2019
Jupyter Notebook

0cherry / Reinforcement_Learning

reinforcement-learning ai monte-carlo ml q-learning temporal-differencing-learning sarsa-learning

Updated Oct 7, 2019
Python

lucadivit / Adversarial_RL_TicTacToe

reinforcement-learning qlearning tic-tac-toe q-learning epsilon-greedy boltzmann-exploration reinforcement-learning-algorithms sarsa tictactoe rewards reward tictactoe-game adversarial-machine-learning sarsa-learning q-learning-vs-sarsa adversarial-reinforcement-learning

Updated Oct 9, 2019
Python

leihao1 / MachineLearningAlgorithms

Implemented and visualized all kinds of machine learning algorithms by Python

python reinforcement-learning spark algorithms clustering genetic-algorithm machine-learning-algorithms collaborative-filtering recommender-system clustering-algorithm pcy apriori-algorithm frequent-itemsets big-data-analytics sarsa-learning knn-algorithm

Updated Nov 6, 2019
Python

Suchetaaa / CS747-Assignments

Foundations Of Intelligent Learning Agents (FILA) Assignments

reinforcement-learning monte-carlo linear-programming thompson-sampling ucb bootstrapping multi-armed-bandits bellman-equation temporal-differencing-learning howards-pi sarsa-learning kl-ucb windy-gridworld intelligent-learning-agents

Updated Nov 8, 2019
Python

Ralami1859 / Reinforcement-Learning-Algorithms

qlearning reinforcement-learning-algorithms sarsa-learning

Updated Nov 12, 2019
Python

vishaal27 / RL-M2019

Repository for the Reinforcement Learning (CSE564) Fall'19 course at IIIT Delhi

reinforcement-learning q-learning multi-armed-bandits policy-iteration value-iteration bellman-equation sarsa-learning

Updated Dec 6, 2019
Jupyter Notebook

Foundations-of-Intelligent-and-Learning-Agents-CS747-

SumanSudhir / Foundations-of-Intelligent-and-Learning-Agents-CS747-

reinforcement-learning q-learning multi-armed-bandits sarsa-learning

Updated Dec 26, 2019
Jupyter Notebook

nikhilpodila / Reinforcement-Learning-Inverted-Pendulum

This is the repository of the Final Semester Undergraduation Project on Reinforcement Learning (Inverted Pendulum problem) done by Nikhil Podila and Savinay Nagendra. The project was performed under the guidance of Professor Koshy George at the Center of Intelligent Systems in PES Institute of Technology, Bangalore, India

reinforcement-learning q-learning cartpole inverted-pendulum sarsa-learning cartpole-problem

Updated Jan 20, 2020
MATLAB

lucadivit / Reinforcement_Learning_Maze_Solver

This github contains a simple OpenAi Gym Maze Enviroment and (at now) a RL Algorithm to solve it.

machine-learning reinforcement-learning maze openai-gym q-learning policy epsilon-greedy boltzmann-exploration sarsa maze-generator maze-solver openai-gym-environment tabular-q-learning sarsa-learning rl-algorithm sarsa-algorithm epsilon-decay maze-enviroment

Updated Apr 24, 2020
Python

basselkassem / easy21

This project is an implementation of the game EASY21

machine-learning reinforcement-learning monte-carlo policy-gradient dynamic-programming reinforce td-learning sarsa-learning

Updated May 10, 2020
Jupyter Notebook

adborroto / reinforcement_learning

AI Reinforcement Learning in Python

qlearning ai python3 gradient-descent bandit-algorithms sarsa-learning reinceforcement-learning

Updated Jun 6, 2020
Python

purvasingh96 / Deep-Reinforcement-Learning

Various reinforcement learning algorithms implemented using Python. This repo also contains a DQN approach to solve credit-card anomaly detection use-case.

deep-reinforcement-learning openai-gym q-learning pac-man monte-carlo-simulation deep-q-network temporal-differencing-learning sarsa-learning

Updated Jun 21, 2020
Jupyter Notebook

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