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OpenDILab is the first decision intelligence platform covering the most comprehensive algorithms and applications both in academia and industry. Since July 2021, OpenDILab has been officially open-sourced at the World Artificial Intelligence Conference(WAIC) opening ceremony.

As an important part of OpenXLab from Shanghai AI Laboratory, OpenDILab features a complete set of training and deployment frameworks for decision intelligence, consisting of the application ecological layer, algorithm abstraction layer, distributed management layer, and distributed execution layer. OpenDILab also supports full-scale scheduling system optimization from a single machine to the joint training of thousands of CPU/GPU.


OpenDILab contributes to the integration of the latest and most comprehensive achievements in academia as well as the standardization of complex problems in the industry. Our future vision is to promote the development of AI from perceptual intelligence to decision intelligence, taking AI technology to a higher level of the general intelligence era.

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  1. DI-engine DI-engine Public

    OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

    Python 3k 364

  2. PPOxFamily PPOxFamily Public

    PPO x Family DRL Tutorial Course(决策智能入门级公开课:8节课帮你盘清算法理论,理顺代码逻辑,玩转决策AI应用实践 )

    Python 1.9k 172

  3. DI-star DI-star Public

    An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.

    Python 1.2k 114

  4. LightZero LightZero Public

    [NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

    Python 1.1k 109

  5. PsyDI PsyDI Public

    PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements. (e.g. MBTI Measurement Agent)

    TypeScript 111 10

  6. awesome-RLHF awesome-RLHF Public

    A curated list of reinforcement learning with human feedback resources (continually updated)

    3.3k 200

Repositories

Showing 10 of 47 repositories
  • LightZero Public

    [NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

    opendilab/LightZero’s past year of commit activity
    Python 1,050 Apache-2.0 109 6 18 Updated Sep 19, 2024
  • PsyDI Public

    PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements. (e.g. MBTI Measurement Agent)

    opendilab/PsyDI’s past year of commit activity
    TypeScript 111 Apache-2.0 10 1 1 Updated Sep 19, 2024
  • DI-engine Public

    OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

    opendilab/DI-engine’s past year of commit activity
    Python 2,974 Apache-2.0 364 5 (1 issue needs help) 14 Updated Sep 18, 2024
  • GenerativeRL Public

    Python library for solving reinforcement learning (RL) problems using generative models (e.g. Diffusion Models).

    opendilab/GenerativeRL’s past year of commit activity
    Python 55 Apache-2.0 4 0 1 Updated Sep 14, 2024
  • treevalue Public

    Here are the most awesome tree structure computing solutions, make your life easier. (这里有目前性能最优的树形结构计算解决方案)

    opendilab/treevalue’s past year of commit activity
    Python 229 Apache-2.0 3 4 1 Updated Sep 12, 2024
  • awesome-exploration-rl Public

    A curated list of awesome exploration RL resources (continually updated)

    opendilab/awesome-exploration-rl’s past year of commit activity
    372 Apache-2.0 9 0 0 Updated Aug 30, 2024
  • awesome-multi-modal-reinforcement-learning Public

    A curated list of Multi-Modal Reinforcement Learning resources (continually updated)

    opendilab/awesome-multi-modal-reinforcement-learning’s past year of commit activity
    374 Apache-2.0 10 0 1 Updated Aug 30, 2024
  • awesome-decision-transformer Public

    A curated list of Decision Transformer resources (continually updated)

    opendilab/awesome-decision-transformer’s past year of commit activity
    671 Apache-2.0 25 0 1 Updated Aug 30, 2024
  • awesome-RLHF Public

    A curated list of reinforcement learning with human feedback resources (continually updated)

    opendilab/awesome-RLHF’s past year of commit activity
    3,253 Apache-2.0 200 0 3 Updated Aug 30, 2024
  • SmartRefine Public

    [CVPR 2024] SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction

    opendilab/SmartRefine’s past year of commit activity
    Python 101 Apache-2.0 8 12 0 Updated Aug 27, 2024