Reinforcement Learning in Pacman

🤖Artificial Intelligence - Berkeley - CS188 - Summer 2016

This is a repository for me to record my notes of cs188

The Pac-Man Projects from UC Berkeley Introduction to Artificial Intelligence course (CS188)

I have completed four Pacman projects of the UC Berkeley CS188 Intro to Artificial Intelligence course. The Pac-Man projects were developed for CS 188. They apply an array of AI techniques to playing Pac-Man. They teach foundational AI concepts, such as informed state-space search, probabilistic inference, and reinforcement learning.

👻 UC Berkeley CS188 Intro to AI -- The Pac-Man Projects

In this project, you will design agents for the classic version of Pacman, including ghosts. Along the way, you will implement both minimax and expectimax search and try your hand at evaluation function design.

Artificial Intelligence, UC Berkeley's CS188 taught at ShanghaiTech

Shanghaitech CS181

In this project, your Pacman agent will find paths through his maze world, both to reach a particular location and to collect food efficiently. You will build general search algorithms and apply them to Pacman scenarios.

Solutions for the Projects of the Artificial Intelligence (CS 188) course of UC Berkeley

Implementation of projects 0,1,2,3 of Berkeley's AI course

Explore foundational AI concepts through the Pac-Man projects, designed for UC Berkeley's CS 188 course. Implement search algorithms, multi-agent strategies, and reinforcement learning techniques in Python, emphasizing real-world applications. Engage in the Eutopia Pac-Man contest for a multiplayer capture-the-flag challenge

Implementation of different graph search algorithms in Python

Teoría y ejercicios de la asignatura de técnicas de inteligencia artificial

CS188 代写辅导, code help, CS tutor, WeChat: cstutorcs Email: tutorcs@163.com

CS188_Spring_2024 is a repo containing the notes of CS188 and it's focused on Introduction to Artificial Intelligence

Berkeley's AI course

My solutions to projects 1, 2 & 3 of Berkeley's AI course

Tutorials & Projects from CS188 Introduction to AI (UCB) & COMP90054 AI Planning for Autonomy (UniMelb)