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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 2.9k 359

  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 169

  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 1k 107

  5. PsyDI PsyDI Public

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

    TypeScript 72 1

  6. LMDrive LMDrive Public

    [CVPR 2024] LMDrive: Closed-Loop End-to-End Driving with Large Language Models

    Jupyter Notebook 601 52

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 1,035 Apache-2.0 107 6 18 Updated Sep 5, 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 228 Apache-2.0 3 4 1 Updated Sep 3, 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 52 Apache-2.0 4 0 1 Updated Sep 3, 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
    367 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
    369 Apache-2.0 10 0 0 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
    665 Apache-2.0 25 0 0 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
    3,211 Apache-2.0 201 0 2 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 97 Apache-2.0 6 11 0 Updated Aug 27, 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
    860 Apache-2.0 46 0 0 Updated Aug 26, 2024
  • awesome-ui-agents Public

    A curated list of of awesome UI agents resources, encompassing Web, App, OS, and beyond (continually updated)

    opendilab/awesome-ui-agents’s past year of commit activity
    34 Apache-2.0 3 0 1 Updated Aug 16, 2024