I have completed four Pacman projects of the UC Berkeley CS188 Intro to Artificial Intelligence course. It is associated with the game and contains the methods called in the game class to move pacman after key input. Project developed by Rui Oliveira and Tiago Bacelar for the subject of IT Laboratories I, from the year 2020/2021, of the Master's Degree in IT Engineering of University of Minho. It contains a linked list which is used for the BFS algorithm. , the maximum possible grade. You signed in with another tab or window. The Pac-Man projects were developed for CS 188. Contribute to Lorddickenstein/IntroToAI_Pacman development by creating an account on GitHub. " GitHub is where people build software. e. The pacman projects of CS188 2021 summer Berkeley, all the projects got full scores - NingNing-C/Pacman-AI A clone of the old game Pac-Man with some additional changes written in C for Windows. Initially PacMan is moving to the right, alternating between open and closed mouth images. 7 by UC Berkeley CS188, which were designed for students to practice the foundational AI concepts, such as informed state-space search, probabilistic inference, and reinforcement learning. The project aims to utilize basic AI methods to develop solutions for the classic Pac-Man game. Reload to refresh your session. This repo containsthe project aimed to implement RL algorithm on OpenAI's PACMAN and get us familiar with the field. Jun 28, 2021 · To customized it in our own way, we revisited the original Pacman game, by mixing it with characters taken from Pokemon. To associate your repository with the pacman-game topic, visit your repo's landing page and select "manage topics. Multi-Agent Search: Classic Pacman is modeled as both an adversarial and a stochastic search problem. Make sure that the go command line application is Nov 3, 2017 · The Pacman Projects were originally developed with Python 2. They apply an array of AI techniques to playing Pac-Man. Project in Introduction to AI A. Create an empty folder on your machine and initialize git locally ( git init) Note: If you choose to initialize git locally you may add a remote target at a later stage. You signed out in another tab or window. RL has recently started receiving a lot more attention, owing to the famous victory by an RL agent over the world champion in the game of “Go”. These algorithms are used to solve navigation and traveling salesman problems in the Pacman world. They teach foundational AI concepts, such as informed state-space search, probabilistic inference, and reinforcement learning. These are my solutions to the Pac-Man assignments for UC Berkeley's Artificial Intelligence course, CS 188 of Spring 2021. The project was written in Haskell, using the Gloss library for the 2D graphics, and was evaluated with a 20, i. 2021 Fall, DCLab final project. Y. . 2020-2021. You can either: Fork this repo to your GitHub profile and then clone it to your machine. - Pacman class contains the rectangle that represents pacman and the logic that relates to pacman's capabilities and properties. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. Legend has it that many years ago, Pacman’s great grandfather Grandpac learned to hunt ghosts for sport. Contribute to ray0426/Pac-Man development by creating an account on GitHub. The purpose of this project was to learn foundational AI concepts, such as informed state-space search, probabilistic inference, and reinforcement learning. However, he was blinded by his power and could only track ghosts by their banging and clanging. Sections Of the Project Covered are: Search: Implement depth-first, breadth-first, uniform cost, and A* search algorithms. In this project, your Pacman agent will find paths through his maze world, both to reach a particular location and to collect food efficiently. Implements the adversarial multi-agents using Minimax with Alpha-Beta Pruning, Expectimax, Expectimax with improved evaluation function. Implement search algorithms, multi-agent strategies, and reinforcement learning techniques in Python, emphasizing real-world applications. Explore foundational AI concepts through the Pac-Man projects, designed for UC Berkeley's CS 188 course. A clone of the old game Pac-Man with some additional changes written in C for Windows. Pacman was swaped for Ash (Sacha in French), ghosts for the Haunter’s family (Spectrum in French). Feb 6, 2021 · You signed in with another tab or window. This project has 2 parts: Implements the evaluation function for Pacman as a Reflex Agent to escape the Ghost (s) while eating as many dots as possible, and the basic adversarial multi-agents using Minimax. You can find the links to phase two and three below. As in the Coding Diagnostic, this project includes an autograder for you to grade your answers on your machine. Create your working environment. Pacman spends his life running from ghosts, but things were not always so. You will build general search algorithms and apply them to Pacman scenarios. Upon hitting the right page bound, PacMan will reverse direction, swaping images for left facing PacMan, and proceed to move across the page to the left A clone of the old game Pac-Man with some additional changes written in C for Windows. python ai artificial-intelligence pacman search-algorithm cs188 pacman-projects berkley. Nov 3, 2017 · The Pacman Projects were originally developed with Python 2. You switched accounts on another tab or window. This project delves into the idea of page bounds and replacing images based on directio of travel. This repository showcases the second phase of Pac-Man AI Project developed as part of the "Principles and Applications of Artificial Intelligence" course in 2021. ud uw jd cb il mi jk bo xh sn