{"id":16331176,"url":"https://github.com/surajx/mc-aixi-ctw","last_synced_at":"2025-05-15T16:13:02.879Z","repository":{"id":92147499,"uuid":"80272465","full_name":"surajx/mc-aixi-ctw","owner":"surajx","description":"An implementation of the MC-AIXI-CTW paper","archived":false,"fork":false,"pushed_at":"2017-08-22T20:31:25.000Z","size":7967,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":4,"default_branch":"master","last_synced_at":"2024-12-26T10:40:50.446Z","etag":null,"topics":["artificial-general-intelligence"],"latest_commit_sha":null,"homepage":"https://arxiv.org/abs/0909.0801","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/surajx.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2017-01-28T07:34:25.000Z","updated_at":"2018-11-04T00:24:11.000Z","dependencies_parsed_at":"2023-03-25T11:10:14.346Z","dependency_job_id":null,"html_url":"https://github.com/surajx/mc-aixi-ctw","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/surajx%2Fmc-aixi-ctw","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/surajx%2Fmc-aixi-ctw/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/surajx%2Fmc-aixi-ctw/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/surajx%2Fmc-aixi-ctw/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/surajx","download_url":"https://codeload.github.com/surajx/mc-aixi-ctw/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239286595,"owners_count":19613752,"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-general-intelligence"],"created_at":"2024-10-10T23:25:54.044Z","updated_at":"2025-02-17T12:21:04.641Z","avatar_url":"https://github.com/surajx.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MC-AIXI-CTW \n\nAn implementation of the MC-AIXI-CTW [paper](docs/mc_aixi_ctw__a_AIXI_approximation.pdf). The paper provides an approximation of the [AIXI](http://www.hutter1.net/ai/uaibook.htm) model. View the detailed report of the project [here](docs/report/AIXI_project_report.pdf).\n\n#### Linux/Mac OS\nExtract the source files into a folder and run:\n```bash\nmake all\n./bin/aixi -c conf/coinflip.conf\n```\n\n#### Usage:\n```bash\n./bin/aixi -c domain_config_file [-x cross_domain_name] [-l log_file_prefix]\n./bin/aixi -h\n-h : Prints the Help Message\n-c \u003cfile\u003e: Tells AIXI which domain and configuration to use. (Mandatory)\n-x \u003cfile\u003e: Run evaluation with a different domain. (Optional)\n-l \u003clog file prefix\u003e: Give a prefix to the output log file. Useful when running multiple trials. (Optional)\n```\n\nAvailable Domains: coin-flip, extended-tiger, tictactoe, biased-rock-paper-scissor, kuhn-poker, pacman.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsurajx%2Fmc-aixi-ctw","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsurajx%2Fmc-aixi-ctw","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsurajx%2Fmc-aixi-ctw/lists"}