{"id":18054041,"url":"https://github.com/rmodi6/pacman-ai","last_synced_at":"2025-04-05T08:22:41.543Z","repository":{"id":147566521,"uuid":"233910543","full_name":"rmodi6/pacman-ai","owner":"rmodi6","description":"Collection of Pacman AI solutions from the UC Berkeley AI course","archived":false,"fork":false,"pushed_at":"2020-01-14T19:19:15.000Z","size":4,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-10T15:51:01.644Z","etag":null,"topics":["artificial-intelligence","ghostbusters","multiagent","pacman","python27","search"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rmodi6.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-01-14T18:40:59.000Z","updated_at":"2020-01-14T19:21:25.000Z","dependencies_parsed_at":"2023-04-17T17:53:15.076Z","dependency_job_id":null,"html_url":"https://github.com/rmodi6/pacman-ai","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rmodi6%2Fpacman-ai","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rmodi6%2Fpacman-ai/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rmodi6%2Fpacman-ai/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rmodi6%2Fpacman-ai/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rmodi6","download_url":"https://codeload.github.com/rmodi6/pacman-ai/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247307519,"owners_count":20917486,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["artificial-intelligence","ghostbusters","multiagent","pacman","python27","search"],"created_at":"2024-10-31T00:08:59.406Z","updated_at":"2025-04-05T08:22:41.312Z","avatar_url":"https://github.com/rmodi6.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# pacman-ai\n![Pacman-AI](https://rmodi6.github.io/images/pacman-ai.gif) \n\nThis repository contains solutions to the Pacman AI Search, Multiagent and Ghostbusters problems from UC Berkeley's CS188 Intro to AI Pacman projects [page](http://ai.berkeley.edu/project_overview.html).\n\n## pacman-ai-search\nThe search problem includes implementation of uninformed search algorithms like depth-first search (DFS), breadth-first search (BFS), uniform cost search, and A star search algorithms. These algorithms are used to solve navigation and traveling salesman problems in the Pacman world.\n\n## pacman-ai-multiagent\nThe multiagent problem requires modeling an adversarial and a stochastic search agent using minimax algorithm with alpha-beta pruning and expectimax algorithms, as well as designing evaluation functions.\n\n## pacman-ai-ghostbusters\nThe ghostbusters problem involves designing a Pacman agent that uses sensors to locate and eat invisible ghosts. It includes implementation of exact inference in a bayesian network using the forward algorithm.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frmodi6%2Fpacman-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frmodi6%2Fpacman-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frmodi6%2Fpacman-ai/lists"}