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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 3.4k 397

  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 2.2k 189

  3. DI-star DI-star Public

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

    Python 1.3k 120

  4. LightZero LightZero Public

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

    Python 1.4k 152

  5. CleanS2S CleanS2S Public

    High-quality and streaming Speech-to-Speech interactive agent in a single file. 只用一个文件实现的流式全双工语音交互原型智能体!

    Python 397 37

  6. Mastermind Mastermind Public

    [ICLR 2025 SynthData Workshop Spotlight] Empowering LLMs in Decision Games through Algorithmic Data Synthesis

    Python 3

Repositories

Showing 10 of 49 repositories
  • InterFuser Public

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

    opendilab/InterFuser’s past year of commit activity
    Python 584 Apache-2.0 51 72 (1 issue needs help) 0 Updated Apr 30, 2025
  • awesome-RLHF Public

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

    opendilab/awesome-RLHF’s past year of commit activity
    3,911 Apache-2.0 239 1 0 Updated Apr 30, 2025
  • 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 1,358 Apache-2.0 152 1 25 Updated Apr 29, 2025
  • Mastermind Public

    [ICLR 2025 SynthData Workshop Spotlight] Empowering LLMs in Decision Games through Algorithmic Data Synthesis

    opendilab/Mastermind’s past year of commit activity
    Python 3 Apache-2.0 0 0 0 Updated Apr 27, 2025
  • 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 3,390 Apache-2.0 397 10 (1 issue needs help) 14 Updated Apr 17, 2025
  • 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 751 Apache-2.0 62 74 0 Updated Apr 14, 2025
  • 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 169 Apache-2.0 16 0 1 Updated Apr 7, 2025
  • DI-drive Public

    Decision Intelligence Platform for Autonomous Driving simulation.

    opendilab/DI-drive’s past year of commit activity
    Python 597 Apache-2.0 57 1 0 Updated Mar 13, 2025
  • 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 )

    opendilab/PPOxFamily’s past year of commit activity
    Python 2,235 Apache-2.0 189 14 42 Updated Mar 13, 2025
  • DI-star Public

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

    opendilab/DI-star’s past year of commit activity
    Python 1,270 Apache-2.0 120 0 0 Updated Mar 13, 2025