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unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["gail","generative-adversarial-network","imitation-learning","proximal-policy-optimization","reinforcement-learning"],"created_at":"2025-03-29T01:47:33.829Z","updated_at":"2026-03-04T16:01:37.410Z","avatar_url":"https://github.com/RLOpensource.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Generative Adversarial Imitation Learning\n\n## Gym environment\n\n* Env==CartPole-v0\n* State==Continuous\n* Action==Discrete\n\n## Generate expert data\n\nGenerate expert data by ppo\n\n```\npython get_expert_data.py\n```\n\n## Imitation Learning\n\n```\npython main.py\n```\n\n## Result\n\n* orange : gail\n* blue : ppo\n\n\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\"source/ent.png\" width=\"49%\" height='300'\u003e\n  \u003cimg src=\"source/kl.png\" width=\"50%\" height='300'\u003e\n\u003c/div\u003e\n\n\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\"source/score.png\" width=\"49%\" height='300'\u003e\n  \u003cimg src=\"source/value_loss.png\" width=\"50%\" height='300'\u003e\n\u003c/div\u003e\n\n## Reference\n\n[1] [Generative Adversarial Imitation Learning](https://papers.nips.cc/paper/6391-generative-adversarial-imitation-learning.pdf)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frlopensource%2Fgenerative_adversarial_imitation_learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frlopensource%2Fgenerative_adversarial_imitation_learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frlopensource%2Fgenerative_adversarial_imitation_learning/lists"}