Pacman-Game

Pacman solver

An implementation of general search algorithms to solve navigation problems in a Pacman-like maze world

In this project, the Pacman agent will find paths through his maze world, both to reach a particular location and to collect food efficiently. I implemented general search algorithms such as depth-first, breadth-first, uniform cost, and A* search algorithms which are used to solve navigation problems in the Pacman world.

GitHub

85 stars
4 watching
103 forks
Language: Python
last commit: almost 4 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
mumuy/pacman A classic Pacman game implemented in HTML5 using JavaScript, featuring a map, player control, AI-powered NPC navigation, scoring systems, and multiple levels. 1,473
pacso/aoc_rb A tool to help developers solve Advent of Code puzzles by automating puzzle setup and submission. 18
mebeim/aoc A personal repository of Advent of Code puzzle solutions and walkthroughs. 384
puemos/reasonml-astar-maze An implementation of A* pathfinding algorithm in ReasonML for a web-browser maze game 38
cormanz/smartgpt Provides an LLM with the ability to complete complex tasks by breaking them down into smaller problems and collecting information from external sources. 1,755
m-a-d-n-e-s-s/madness A high-performance numerical environment for solving complex equations in many dimensions using adaptive methods. 181
turtlesmoke/advent-of-code A personal repository of daily programming puzzle solutions using Python 5
mpschrader/gym-sokoban An OpenAI Gym environment for solving the Sokoban puzzle game 331
gallandarakhneorg/ia54-student-sarl-simulation A software project providing a simulator for an agent-based simulation of the Pacman game. 4
pyamg/pyamg A Python library implementing algebraic multigrid solvers for large-scale linear systems 569
matiaslindgren/advent-of-code-cpp A collection of modern C++ solutions to Advent of Code problems as a testing ground for new language and library features. 8
alokmenghrajani/adventofcode2023 A collection of solutions to Advent of Code 2023 puzzles written in Python. 0
felixneutatz/2048_m-a-star An algorithmic solver for the 2048 game using A* search with cost functions based on tile values and unassigned tiles. 204
mikemoolenaar/adventofcode A C# implementation of Advent of Code puzzles and challenges 0
thudm/mathglm A Pytorch-based implementation of a language model capable of performing arithmetic operations without calculators. 318