OpenDILab ORG

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

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 ）

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

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

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

LightRFT: Light, Efficient, Omni-modal & Reward-model Driven Reinforcement Fine-Tuning Framework

A curated list of Diffusion Model in RL resources (continually updated)

A curated list of awesome model based RL resources (continually updated)

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

A curated list of Decision Transformer resources (continually updated)

A curated list of awesome exploration RL resources (continually updated)

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

Decision Intelligence Platform for Autonomous Driving simulation.

A curated list of Multi-Modal Reinforcement Learning resources (continually updated)

Open-Source Reproduction/Demo of the LLM Riddles Game

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！

羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)

[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

A curated list of awesome End-to-End Autonomous Driving resources (continually updated)

DI-engine docs (Chinese and English)

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

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

A collection of research papers for AI-based protein design

OpenDILab RL Kubernetes Custom Resource and Operator Lib

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 RL HPC OP Lib, including CUDA and Triton kernel

[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".

Decision Intelligence platform for Traffic Crossing Signal Control

A curated list of reinforcement learning with verifiable rewards (continually updated)

Let DI-treetensor help you simplify the structure processing!（树形运算一不小心就逻辑混乱？DI-treetensor快速帮你搞定）

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

Python library for solving reinforcement learning (RL) problems using generative models (e.g. Diffusion Models).

OpenDILab RL Object Store

No description.

Interested in multi-agents? The 1st Go-Bigger Multi-Agent Decision Intelligence Challenge is coming and a big bonus is waiting for you!

[CVPR 2023] ReasonNet: End-to-End Driving with Temporal and Global Reasoning

Still struggling with the high threshold or looking for the appropriate baseline? Come here and new starters can also play with your own multi-agents!

[CVPR 2024] SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction

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

A simple toolkit package for opendilab

Decision Intelligence platform for Biological Sequence Searching

Decision Intelligence Adventure for Beginners

[ICML 2025 Tokenization Workshop] HH-Codec: High Compression High-fidelity Discrete Neural Codec for Spoken Language Modeling

Decision Intelligence for digging best parameters in target environment.

A collection of research papers for Driving Behavior Prediction

Auxiliary code for pulling, loading reinforcement learning models based on DI-engine from the Huggingface Hub, or pushing them onto Huggingface Hub with auto-created model card.

CodeMorpheus: Generate code self-portraits with one click（一键生成代码自画像，决策型 AI + 生成式 AI）

PyTorch Sphinx Theme

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

[ICCV 2025] Pretrained Reversible Generation as Unsupervised Visual Representation Learning

[NeurIPS 2025 AI for Music Workshop] Vocal Reaction Model and Benchmark

Building open-ended embodied agent in battle royale FPS game

The first decision intelligence platform covering the most complete algorithms in academia and industry

MiniWoB++: a web interaction benchmark for reinforcement learning