{"id":20497816,"url":"https://github.com/thowell/achtung","last_synced_at":"2025-10-06T13:49:28.610Z","repository":{"id":107185136,"uuid":"301623478","full_name":"thowell/achtung","owner":"thowell","description":null,"archived":false,"fork":false,"pushed_at":"2020-11-16T23:47:46.000Z","size":7654,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-07T22:39:18.519Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/thowell.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":"2020-10-06T05:30:27.000Z","updated_at":"2023-07-19T09:47:37.000Z","dependencies_parsed_at":null,"dependency_job_id":"ead43fb9-949c-4340-af35-d2c6f947dbbd","html_url":"https://github.com/thowell/achtung","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/thowell/achtung","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thowell%2Fachtung","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thowell%2Fachtung/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thowell%2Fachtung/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thowell%2Fachtung/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/thowell","download_url":"https://codeload.github.com/thowell/achtung/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thowell%2Fachtung/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278621837,"owners_count":26017253,"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","status":"online","status_checked_at":"2025-10-06T02:00:05.630Z","response_time":65,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":[],"created_at":"2024-11-15T18:12:06.720Z","updated_at":"2025-10-06T13:49:28.590Z","avatar_url":"https://github.com/thowell.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Achtung Die Kurve!\n\n![](2p.gif)\n    \nExperiment to train agent to play Achtung Die Kurve! using reinforcement learning.\n\n(1-4 players)\n\nTry the game yourself:\n```\npython achtung.py\n```\n\nOr play with a friend:\n```\npython achtung.py 2\n```\n\n(achtung.py) Environment - Pygame implementation. Initially based on: https://github.com/janowskipio/FarBy, but extensively modified.\n\n(rl.py) Stochastic policy gradient - 2-layer fully-connect neural network policy: based on: http://karpathy.github.io/2016/05/31/rl/\n\n(mu_zero_achtung.py) MuZero - interface to open-source MuZero implementation: https://github.com/werner-duvaud/muzero-general\n\n(train.py) Stochastic policy gradient - simple ResNet policy and stochastic policy gradient implemented in PyTorch, based on: https://github.com/pytorch/examples/tree/master/reinforcement_learning\n\n(a2c/ppo/dqn.ipynb) Actor Critic - Proximal Policy Optimization - Deep Q-Learning - using Stable Baselines3: https://github.com/DLR-RM/stable-baselines3\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthowell%2Fachtung","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthowell%2Fachtung","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthowell%2Fachtung/lists"}