AI Atlasby Verbito

Reinforcement Learning

Grouped by technology, as developers usually describe it.

118 tools

  1. Teach real, low-cost robots new tasks with AI
    ★ 28.7kstars
    lerobot by huggingface · Free alternative to NVIDIA Isaac
    For developersCode libraryHealthy
  2. Train game characters with AI in Unity
    ★ 19.8kstars
    ml-agents by Unity-Technologies
    For developersCode libraryHealthy
  3. Explore Google's deep learning models library
    ★ 17.5kstars
    tensor2tensor by tensorflow
    For developersCode libraryUse with careArchived
  4. Learn to trade with reinforcement learning
    ★ 17kstars
    FinRL by AI4Finance-Foundation
    For developersCode libraryHealthy
  5. Learn ML algorithms implemented in plain NumPy
    ★ 16.3kstars
    numpy-ml by ddbourgin
    No codingGuide or readingFair
  6. Simulate robots and physics for AI training
    ★ 16.1kstars
    mujoco by google-deepmind
    For developersCode libraryHealthy
  7. Learn reinforcement learning (Chinese)
    ★ 14.9kstars
    easy-rl by datawhalechina
    No codingGuide or readingHealthy
  8. Learn reinforcement learning with code for the classic book
    ★ 14.8kstars
    reinforcement-learning-an-introduction by ShangtongZhang
    No codingGuide or readingFair
  9. Train reinforcement learning agents reliably
    ★ 14kstars
    stable-baselines3 by DLR-RM
    For developersCode libraryHealthy
  10. Train AI in standard game and control environments
    ★ 12.8kstars
    Gymnasium by Farama-Foundation
    For developersCode libraryHealthy
  11. Learn RL with clean, single-file implementations
    ★ 10.6kstars
    cleanrl by vwxyzjn
    For developersCode libraryFair
  12. Train language models with reinforcement learning
    ★ 10.1kstars
    OpenRLHF by OpenRLHF
    For developersCode libraryHealthy
  13. Build a Raspberry Pi gadget that learns to capture WiFi handshakes (security research)
    ★ 9.2kstars
    pwnagotchi by evilsocket
    Some setupCommand-line toolFair
  14. Train fast online learning models
    ★ 8.7kstars
    vowpal_wabbit by VowpalWabbit
    For developersCode libraryFair
  15. Train robots in NVIDIA's realistic simulator
    ★ 8.6kstars
    IsaacLab by isaac-sim
    For developersCode libraryFair
  16. Train AI to play StarCraft II
    ★ 8.3kstars
    pysc2 by google-deepmind
    For developersCode libraryUse with care
  17. Do deep learning with clear code
    ★ 8.3kstars
    trax by google
    For developersCode libraryUse with careArchived
  18. Study how ChatGPT-style training with human feedback works
    ★ 7.9kstars
    PaLM-rlhf-pytorch by lucidrains
    For developersCode libraryFair
  19. Research AI agents in 3D game worlds
    ★ 7.4kstars
    lab by google-deepmind
    For developersCode libraryUse with care
  20. Build deep learning and RL models
    ★ 7.4kstars
    TensorLayer by tensorlayer
    For developersCode libraryUse with care
  21. Serve AI models like Kimi at scale
    ★ 7kstars
    Mooncake by kvcache-ai
    Some setupSelf-hosted appHealthy
  22. See AI learn to play Flappy Bird
    ★ 6.8kstars
    DeepLearningFlappyBird by yenchenlin
    No codingGuide or readingUse with care
  23. Train reinforcement learning agents faster
    ★ 6.6kstars
    PufferLib by PufferAI
    For developersCode libraryHealthy
  24. Train language model agents with reinforcement learning
    ★ 5.9kstars
    rllm by rllm-org
    For developersCode libraryHealthy
  25. Train agents with reinforcement learning
    ★ 5.9kstars
    AReaL by areal-project
    For developersCode libraryHealthy
  26. Research AI for games
    ★ 5.6kstars
    open_spiel by google-deepmind
    For developersCode libraryHealthy
  27. Do deep reinforcement learning in Keras
    ★ 5.5kstars
    keras-rl by keras-rl
    For developersCode libraryUse with care
  28. Build a four-legged robot pet
    ★ 5.5kstars
    OpenCat-Quadruped-Robot by PetoiCamp
    For developersCode libraryFair
  29. Train multimodal models with reinforcement learning
    ★ 5.2kstars
    EasyR1 by hiyouga
    For developersCode libraryFair
  30. Learn deep reinforcement learning with Udacity
    ★ 5.2kstars
    deep-reinforcement-learning by udacity
    No codingGuide or readingFair
  31. Understand LLM and RL algorithms with diagrams
    ★ 5kstars
    LLM-RL-Visualized by changyeyu
    No codingGuide or readingFair
  32. Train language models with human feedback
    ★ 4.8kstars
    trlx by CarperAI
    For developersCode libraryUse with care
  33. Simulate robots in 3D
    ★ 4.7kstars
    webots by cyberbotics
    No codingDesktop appHealthy
  34. Simulate physics for reinforcement learning
    ★ 4.7kstars
    dm_control by google-deepmind
    For developersCode libraryHealthy
  35. See AI master the card game Dou Dizhu
    ★ 4.7kstars
    DouZero by kwai
    For developersCode libraryUse with care
  36. Learn RL algorithms in PyTorch
    ★ 4.7kstars
    Deep-reinforcement-learning-with-pytorch by sweetice
    No codingGuide or readingUse with care
  37. Train RL agents massively in parallel
    ★ 4.4kstars
    ElegantRL by AI4Finance-Foundation
    For developersCode libraryUse with care
  38. Do deep learning and RL in JavaScript
    ★ 4.4kstars
    neurojs by janhuenermann
    For developersCode libraryUse with careArchived
  39. Build robot and game AI with behavior trees
    ★ 4.3kstars
    BehaviorTree.CPP by BehaviorTree
    For developersCode libraryHealthy
  40. Remember more with smarter Anki scheduling
    ★ 4.1kstars
    fsrs4anki by open-spaced-repetition
    Some setupAdd-on for AnkiFair

Showing 40 of 118. Search or open the full list for more.