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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 2.8k 352

  2. 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 110

  3. 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 1.8k 167

  4. LightZero LightZero Public

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

    Python 973 93

  5. PsyDI PsyDI Public

    PsyDI: A MBTI agent that helps you understand your personality type through a relaxed multi-modal interaction.

    TypeScript 64 1

  6. LMDrive LMDrive Public

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

    Jupyter Notebook 557 50

Repositories

Showing 10 of 47 repositories
  • 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 35 Apache-2.0 1 0 0 Updated Jul 16, 2024
  • 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 973 Apache-2.0 93 4 11 Updated Jul 16, 2024
  • LLMRiddles Public

    Open-Source Reproduction/Demo of the LLM Riddles Game

    opendilab/LLMRiddles’s past year of commit activity
    Python 513 Apache-2.0 34 0 2 Updated Jul 11, 2024
  • DI-engine-docs Public

    DI-engine docs (Chinese and English)

    opendilab/DI-engine-docs’s past year of commit activity
    Python 276 Apache-2.0 62 0 2 Updated Jul 11, 2024
  • PsyDI Public

    PsyDI: A MBTI agent that helps you understand your personality type through a relaxed multi-modal interaction.

    opendilab/PsyDI’s past year of commit activity
    TypeScript 64 Apache-2.0 1 0 1 Updated Jul 10, 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 557 Apache-2.0 50 36 0 Updated Jul 7, 2024
  • awesome-decision-transformer Public

    A curated list of Decision Transformer resources (continually updated)

    opendilab/awesome-decision-transformer’s past year of commit activity
    633 Apache-2.0 24 0 0 Updated Jul 7, 2024
  • pytorch_sphinx_theme Public Forked from open-mmlab/pytorch_sphinx_theme

    PyTorch Sphinx Theme

    opendilab/pytorch_sphinx_theme’s past year of commit activity
    CSS 51 MIT 135 0 0 Updated Jul 7, 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 2,817 Apache-2.0 352 6 (1 issue needs help) 11 Updated Jul 6, 2024
  • DI-hpc Public

    OpenDILab RL HPC OP Lib, including CUDA and Triton kernel

    opendilab/DI-hpc’s past year of commit activity
    Python 219 Apache-2.0 7 0 1 Updated Jul 4, 2024