{"id":20210105,"url":"https://github.com/yunfanjiang/drl-rws","last_synced_at":"2026-06-06T12:31:46.063Z","repository":{"id":73012765,"uuid":"412560009","full_name":"yunfanjiang/drl-rws","owner":"yunfanjiang","description":"CS 238 Final Project: Deep Reinforcement Learning Agents that Run with Scissors","archived":false,"fork":false,"pushed_at":"2021-12-22T06:40:12.000Z","size":10064,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-13T21:26:51.528Z","etag":null,"topics":["deep-learning","deep-reinforcement-learning","deepmind-lab","melting-pot","multi-agent-reinforcement-learning","pomdp"],"latest_commit_sha":null,"homepage":"","language":"Python","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/yunfanjiang.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":"2021-10-01T17:29:13.000Z","updated_at":"2022-01-04T06:18:54.000Z","dependencies_parsed_at":null,"dependency_job_id":"ad89c17b-bc19-4ecb-a7ac-1d441da51c42","html_url":"https://github.com/yunfanjiang/drl-rws","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yunfanjiang%2Fdrl-rws","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yunfanjiang%2Fdrl-rws/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yunfanjiang%2Fdrl-rws/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yunfanjiang%2Fdrl-rws/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yunfanjiang","download_url":"https://codeload.github.com/yunfanjiang/drl-rws/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241646207,"owners_count":19996532,"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":["deep-learning","deep-reinforcement-learning","deepmind-lab","melting-pot","multi-agent-reinforcement-learning","pomdp"],"created_at":"2024-11-14T05:46:22.179Z","updated_at":"2026-06-06T12:31:45.988Z","avatar_url":"https://github.com/yunfanjiang.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# drl-rws\nCS 238 Final Project: Deep Reinforcement Learning Agents that Run with Scissors [[Report](https://web.stanford.edu/class/aa228/cgi-bin/wp/old-projects/#:~:text=Deep%20Reinforcement%20Learning%20Agents%20that%20Run%20with%20Scissors)]\n\n## Setup\nInstall dependencies\n\n`git clone https://github.com/yunfanjiang/meltingpot \u0026\u0026 cd meltingpot`\n\n`pip install -e .`\n\nInstall this repo as develop mode\n\n`git clone https://github.com/yunfanjiang/cs238-rps \u0026\u0026 cd cs238-rps`\n\n`pip install -e .`\n\n## Examples\n### Random Agent\n`python examples/random_rps.py`\n\n### Simple PPO\n`python examples/simple_ppo.py`\n\n## Example colab setup\n\n### Get customized meltingpot repo:\n`!git clone https://github.com/yunfanjiang/meltingpot`\n\n`%cd meltingpot/`\n\n`pip install -e .`\n\n### Get our RPS repo and install dependencies:\n`!git clone https://\u003cgithub-token\u003e@github.com/yunfanjiang/cs238-rps.git`\n\n`%cd ../cs238-rps/`\n\n`pip install -e .`\n\n`pip install pip/*`\n\n`pip install -r requirements.txt`\n\n### Example PPO Training\n`!python examples/simple_ppo.py`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyunfanjiang%2Fdrl-rws","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyunfanjiang%2Fdrl-rws","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyunfanjiang%2Fdrl-rws/lists"}