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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

    Python 2.8k 346

  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 164

  4. LightZero LightZero Public

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

    Python 941 89

  5. PsyDI PsyDI Public

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

    TypeScript 53 1

  6. LMDrive LMDrive Public

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

    Jupyter Notebook 526 48

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 25 Apache-2.0 1 0 0 Updated Jun 28, 2024
  • LightZero Public

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

    opendilab/LightZero’s past year of commit activity
    Python 941 Apache-2.0 89 4 11 Updated Jun 28, 2024
  • DI-engine Public

    OpenDILab Decision AI Engine

    opendilab/DI-engine’s past year of commit activity
    Python 2,764 Apache-2.0 346 4 (1 issue needs help) 12 Updated Jun 27, 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
    14 Apache-2.0 1 0 0 Updated Jun 27, 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
    647 Apache-2.0 36 0 1 Updated Jun 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
    2,982 Apache-2.0 192 0 2 Updated Jun 24, 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 53 Apache-2.0 1 0 0 Updated Jun 22, 2024
  • SO2 Public

    [AAAI2024] A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning

    opendilab/SO2’s past year of commit activity
    Python 271 Apache-2.0 2 0 0 Updated Jun 22, 2024
  • DI-engine-docs Public

    DI-engine docs (Chinese and English)

    opendilab/DI-engine-docs’s past year of commit activity
    Python 263 Apache-2.0 60 0 2 Updated Jun 19, 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
    804 Apache-2.0 43 0 0 Updated Jun 17, 2024