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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 360

  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 113

  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 103

  5. PsyDI PsyDI Public

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

    TypeScript 70 1

  6. LMDrive LMDrive Public

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

    Jupyter Notebook 592 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 1,016 Apache-2.0 103 7 16 Updated Aug 23, 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 48 Apache-2.0 4 0 1 Updated Aug 21, 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
    31 Apache-2.0 3 0 0 Updated Aug 16, 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 2,909 Apache-2.0 360 5 (1 issue needs help) 12 Updated Aug 14, 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 70 Apache-2.0 1 0 1 Updated Aug 8, 2024
  • LLMRiddles Public

    Open-Source Reproduction/Demo of the LLM Riddles Game

    opendilab/LLMRiddles’s past year of commit activity
    Python 515 Apache-2.0 36 0 2 Updated Jul 30, 2024
  • DI-1024 Public

    1024 + 深度强化学习(Deep Reinforcement Learning + 1024 Game/ 2048 Game)

    opendilab/DI-1024’s past year of commit activity
    Python 109 Apache-2.0 3 0 0 Updated Jul 23, 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
    3,180 Apache-2.0 201 0 2 Updated Jul 21, 2024
  • DI-engine-docs Public

    DI-engine docs (Chinese and English)

    opendilab/DI-engine-docs’s past year of commit activity
    Python 278 Apache-2.0 62 0 2 Updated Jul 11, 2024
  • LMDrive Public

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

    opendilab/LMDrive’s past year of commit activity
    Jupyter Notebook 592 Apache-2.0 52 41 0 Updated Jul 7, 2024

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