{"id":22111727,"url":"https://github.com/agentmaker/paddle-rlbooks","last_synced_at":"2025-07-02T13:07:48.092Z","repository":{"id":112830613,"uuid":"349922710","full_name":"AgentMaker/Paddle-RLBooks","owner":"AgentMaker","description":"Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.","archived":false,"fork":false,"pushed_at":"2021-11-13T05:15:20.000Z","size":14806,"stargazers_count":110,"open_issues_count":0,"forks_count":13,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-04-02T03:01:43.460Z","etag":null,"topics":["actor-critic","c51","ddpg","double-dqn","dqn","dueling-dqn","noisy-dqn","nstep-dqn","paddlepaddle","policy-gradient","policy-gradient-with-baseline","policy-iteration","q-learning","reinforce","reinforcement-learning","sac","sarsa","td3","value-iteration"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AgentMaker.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":"2021-03-21T06:57:18.000Z","updated_at":"2025-02-14T01:28:16.000Z","dependencies_parsed_at":null,"dependency_job_id":"8cae2cd0-3ccc-47f5-941c-e34813432bad","html_url":"https://github.com/AgentMaker/Paddle-RLBooks","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AgentMaker/Paddle-RLBooks","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgentMaker%2FPaddle-RLBooks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgentMaker%2FPaddle-RLBooks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgentMaker%2FPaddle-RLBooks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgentMaker%2FPaddle-RLBooks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AgentMaker","download_url":"https://codeload.github.com/AgentMaker/Paddle-RLBooks/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgentMaker%2FPaddle-RLBooks/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263145900,"owners_count":23420681,"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":["actor-critic","c51","ddpg","double-dqn","dqn","dueling-dqn","noisy-dqn","nstep-dqn","paddlepaddle","policy-gradient","policy-gradient-with-baseline","policy-iteration","q-learning","reinforce","reinforcement-learning","sac","sarsa","td3","value-iteration"],"created_at":"2024-12-01T10:51:48.477Z","updated_at":"2025-07-02T13:07:48.077Z","avatar_url":"https://github.com/AgentMaker.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Paddle-RLBooks\n\nWelcome to Paddle-RLBooks which is a reinforcement learning code study guide based on pure PaddlePaddle.\n\n欢迎来到Paddle-RLBooks，该仓库主要是针对强化学习中的一些算法进行整理，包括DQN、TD3、SAC等算法，并且每个都配备了游戏可直接一键运行，欢迎star~\n\n## Show\n![](./material/flappybird.jpg)\n\n## Codes\n- Release\n  - [x] [Policy Iteration](./policy_iteration)\n  - [x] [Value Iteration](./value_iteration)\n  - [x] [Sarsa](./sarsa)\n  - [x] [Q-learning](./qlearning)\n  - [x] [DQN](./dqn)\n    - [x] [DQN](./dqn/dqn)\n    - [x] [Nstep-DQN](./dqn/nstep_dqn)\n    - [x] [Double-DQN](./dqn/double_dqn)\n    - [x] [Dueling-DQN](./dqn/dueling_dqn)\n    - [x] [Noisy-DQN](./dqn/dqn_noisy_networks)\n    - [x] [C51](./dqn/categorical_dqn(C51))\n  - [x] [Policy Gradient](./policy_gradient)\n    - [x] [Policy Gradient Basic](./policy_gradient)\n    - [x] [Reinforce](./policy_gradient)\n    - [x] [Policy Gradient With Baseline](./policy_gradient)\n  - [x] [Actor-Critic](./actor_critic)\n  - [x] [DDPG](./ddpg)\n  - [x] [TD3](./td3)\n  - [x] [SAC](./sac)\n- Coming Soon\n  - [ ] TRPO\n  - [ ] ACKTR\n  - [ ] A2C\n  - [ ] A3C\n  - [ ] PPO\n  - [ ] DRQN\n  - [ ] QMIX\n  - [ ] MAPPDG\n  - [ ] MFMARL\n\n## Contact us\nEmail : [agentmaker@163.com]()\u003cbr\u003e\nQQ Group : 1005109853\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fagentmaker%2Fpaddle-rlbooks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fagentmaker%2Fpaddle-rlbooks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fagentmaker%2Fpaddle-rlbooks/lists"}