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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 3.1k 376

  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 2k 179

  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 115

  4. LightZero LightZero Public

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

    Python 1.2k 120

  5. PsyDI PsyDI Public

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

    TypeScript 151 15

  6. awesome-RLHF awesome-RLHF Public

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

    3.5k 212

Repositories

Showing 10 of 48 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 1,159 Apache-2.0 120 0 15 Updated Nov 26, 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 89 Apache-2.0 7 0 1 Updated Nov 26, 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 3,113 Apache-2.0 376 7 (1 issue needs help) 12 Updated Nov 25, 2024
  • InterFuser Public

    [CoRL 2022] InterFuser: Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer

    opendilab/InterFuser’s past year of commit activity
    Python 549 Apache-2.0 46 67 (1 issue needs help) 0 Updated Nov 25, 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
    3,487 Apache-2.0 212 0 2 Updated Nov 24, 2024
  • awesome-decision-transformer Public

    A curated list of Decision Transformer resources (continually updated)

    opendilab/awesome-decision-transformer’s past year of commit activity
    722 Apache-2.0 30 0 1 Updated Nov 24, 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 151 Apache-2.0 15 0 1 Updated Nov 14, 2024
  • awesome-model-based-RL Public

    A curated list of awesome model based RL resources (continually updated)

    opendilab/awesome-model-based-RL’s past year of commit activity
    942 Apache-2.0 51 0 0 Updated Nov 12, 2024
  • awesome-diffusion-model-in-rl Public

    A curated list of Diffusion Model in RL resources (continually updated)

    opendilab/awesome-diffusion-model-in-rl’s past year of commit activity
    857 Apache-2.0 46 0 0 Updated Nov 12, 2024
  • SmartRefine Public

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

    opendilab/SmartRefine’s past year of commit activity
    Python 122 Apache-2.0 8 16 0 Updated Nov 10, 2024