Repository for the diana chess competition. AI Lecture 21/22

Overview

Notes for Assignment 8 (Chess AI)

  • We recommend using an IDE (like Pycharm) for working on this assignment.

  • IMPORTANT: Please make sure you use python>=3.7 for this assignment.

  • First, you need to install python pygame package by executing the following command in terminal:

    • pip install pygame

    If you are using Pycharm, you can also add the package from: File-> Settings-> Project:dianachess-> Project Interpreter. Click the '+' sign to add new packages. Search pygame and install the package.

  • The game gui can be started by running the script 'ChessMain.py' the following way:

    • python ChessMain.py --agent1 [*] --agent2 [*] --verbose --time_control [how many seconds either player gets per move] --use_gui

    For [*] you can put either 'MrRandom', 'Agent1', 'Agent2', 'Human', or a path to your agent file. 'MrRandom' will play completely random moves (valid moves), 'Agent1' will use the class Agent from 'student_agents/template.py' while 'Agent2' will use the class Agent from 'student_agents/template2.py'. By entering 'Human' you act as the agent and can play yourself (if the gui is activated). WINDOWS USERS: Here you need to use 'Agent', it does not work to use the file path.

  • By choosing in between 1 and 2 in 'Settings.json' you can choose whichever board you like.

  • Please note that for the evaluation, --time_control=20 will be used (pending further tests, a higher value may instead be used to account for the server running the games being slightly slower, however your agent should be prepared for being given less time than expected by registering preliminary moves)

  • If your agent is still running after the time limit has passed, your agent will lose unless you have registered a preliminary move with update_move. See the template student_agents/template.py for details.

  • WHEN YOU WANT TO RUN ChessMain.py with '--agentx Agent1' you need to keep the file name 'template.py'.

  • FOR THE SUBMISSION you must rename the file studentagent.py to the last name of both team members (e.g. rahim_schroeder.py} for Rahim and Schröder). Keep the class name as 'Agent'. Your agent's functionality should be similar to the class MrRandom in 'agents/random.py'. You are not allowed to modify any other file in the program, so please make sure your agent works with the base version of the game as distributed. Please do not split your implementation across multiple files.

    Important: please include some documentation for your agent as a separate document. Document which algorithm you are using, what the idea behind your heuristic/evaluation function is, etc.

  • If you find any inefficiency in the code, e.g in ChessMain.py, ChessEngine.py, (or worse, bugs) and you can suggest any improvement, please send an email to [email protected].

  • You are allowed to use any basic package in python that helps in your implementation. Basic includes anything included in python3.7, numpy, and what might be discussed in the forum.

  • Your agent should be single-threaded. A multi-threaded agent will not get any marks for the assignment and will be disqualified from the tournament.

  • One agent is included in this framework to allow you to test your agent:

    • MrRandom: A very primitive agent that selects its moves randomly from the list of legal moves. Basically any agent should be able to beat this.
Owner
Cognitive Systems Research Group
Autonomous Mobile Robots; Bioinformatics; Chemo- and Geoinformatics; Evolutionary Algorithms; Machine Learning
Cognitive Systems Research Group
A Gomoku game GUI using pygame where the user can choose to play against another player or an AI using minimax with alpha-beta pruning

Gomoku A GUI based Gomoku game using pygame where the user can choose to play against another player or an AI using minimax with alpha-beta pruning. R

Mingyu Liu 1 Oct 30, 2021
Made with pygame. Multiplayer game using socket module and threading.

Rock Paper Scissor made with python-pygame. Poorly made, as a beginner in programming. Multiplayer with server code and client code provided.

AllenJo 1 Dec 29, 2021
Wordle-player - An optimal player for Wordle. Based on a rough understanding of information theory

Wordle-player - An optimal player for Wordle. Based on a rough understanding of information theory

Neill Johnston 3 Feb 26, 2022
A fully automated system that transforms Twitch clips into gaming compilations

A fully automated system that transforms Twitch clips into gaming compilations Authors: Christian C., Moritz M., Luca S. Related Projects: Neural Netw

215 Dec 27, 2022
A coven of tools to assist in PnP RPGs.

pupillae A coven of tools to assist PnP RPGs. Status: Pre-alpha. Testing. Adding necessary functions and features as discovered/required. Other-than-P

0 Dec 09, 2021
Nerdle - a nerd's approach to solving Wordle

Nerdle - a nerd's approach to solving Wordle

4 Nov 28, 2022
Code infrastructure and player algorithms for the Codenames board game.

Codenames Code infrastructure and player algorithms for the Codenames board game. This is the active fork of mkali-personal/codenames. Intro This is b

Asaf Kali 1 May 18, 2022
Client-Server design (guess the closest number to the average score game)

Multiplayer game (enter the number closest to the average) Design Client-Server design The client's side is responsible for sending numbers from the g

Adam Piszczek 0 Jun 29, 2022
Play a game of Phazed with a bot or with other players or watch bots play with each other

Phazed Game and Player play a game of Phazed with a bot or with other players or watch bots play with each other Live Demo hosted on repl.it (makes su

Xin Yu 0 Aug 28, 2021
Trio Assembly Snakemake Workflow

Trio Assembly Snakemake Workflow Input HiFi reads for child in bam format Either

Juniper A. Lake 1 Jan 28, 2022
Playing memory game is fun and the more harder it is the more challenging it is.

Playing memory game is fun and the more harder it is the more challenging it is. Playing thi sgame make us stress free and also happy. So, I have decided to make a memory Game which people can play w

Shreejan Dolai 3 Nov 11, 2022
Repository for the DecodED2 Game Project!

DecodED2 Game Project Hello everyone! Welcome to the GitHub Repository for DecodED2, as a start you'll need to clone this repository and make sure you

6 Sep 29, 2021
Wordle Solver: A simple script which is also called Wordle solver

wordle-solver this code is a simple script which is also called Wordle solver. t

amirreza 1 Feb 15, 2022
TetrisAI - Tetris AI Bot using computer vision to play game automatically

Tetris AI Tetris AI Bot using computer vision to play game automatically bot.py

11 Aug 29, 2022
A DDQN that learned to play tic tac toe by playing against itself

TicTacToeAI A DDQN that learned to play tic tac toe by playing against itself Cu

Anik Patel 3 Apr 09, 2022
Jiminy, fast and portable Python/C++ simulator of poly-articulated systems with OpenAI Gym interface for reinforcement learning.

Jiminy is a fast and portable cross-platform open-source simulator for poly-articulated systems. It was built with two ideas in mind: provide a fast y

Alexis DUBURCQ 122 Dec 29, 2022
Console 2D GameEngine {C2DGE} [0.1.0]

Console 2D GameEngine {C2DGE} [0.1.0] By Grosse pastèque#6705 The Project's Goal : This projects was just a challenge so if you have bad reviews, it's

Big watermelon 1 Nov 06, 2021
A popular children's game developed in Python.

Pedra Papel e Tesoura Um dos jogos mais populares da infância... 🪨 📜 ✂️ 💻 Situação do projeto: Projeto finalizado ✔️ 🛠 Tecnologias: Python Tkinter

Arthur V.B.S. 2 Dec 05, 2022
A simple matrix code rain created using Python with Pygame.

Matrix4_code_rain A simple matrix code rain created using Python with Pygame. To run the code you will need Pygame and MS Mincho font. Create a projec

7 Nov 06, 2022
Tictactoe py tkinter canvas - Tic Tac Toe written in Python 3 with tkinter mainly using canvas

Python 3 Tic Tac Toe with tkinter This is a tkinter version of my Tic Tac Toe ga

Bojan Adzic 1 Jan 09, 2022