OpenDILab

Open-source Decision Intelligence (DI) Platform

China

Pinned Repositories

awesome-decision-transformer
A curated list of Decision Transformer resources (continually updated)
722 21 230
awesome-diffusion-model-in-rl
A curated list of Diffusion Model in RL resources (continually updated)
848 19 146
awesome-model-based-RL
A curated list of awesome model based RL resources (continually updated)
937 38 151
awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
3.5k 61 3212
DI-engine
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
Language:Python3.1k 22 205376
DI-star
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
Language:Python1.2k 19 26115
LightZero
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)
Language:Python1.2k 13 106120
LMDrive
[CVPR 2024] LMDrive: Closed-Loop End-to-End Driving with Large Language Models
Language:Jupyter Notebook677 17 9258
PPOxFamily
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）
Language:Python2k 16 17179
PsyDI
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements. (e.g. MBTI Measurement Agent)
Language:TypeScript151 4 515

OpenDILab's Repositories

opendilab/awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
3.5k 61 3212
opendilab/DI-engine
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
Language:Python3.1k 22 205376
opendilab/PPOxFamily
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）
Language:Python2k 16 17179
opendilab/DI-star
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
Language:Python1.2k 19 26115
opendilab/LightZero
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)
Language:Python1.2k 13 106120
opendilab/awesome-model-based-RL
A curated list of awesome model based RL resources (continually updated)
937 38 151
opendilab/awesome-diffusion-model-in-rl
A curated list of Diffusion Model in RL resources (continually updated)
848 19 146
opendilab/awesome-decision-transformer
A curated list of Decision Transformer resources (continually updated)
722 21 230
opendilab/LMDrive
[CVPR 2024] LMDrive: Closed-Loop End-to-End Driving with Large Language Models
Language:Jupyter Notebook677 17 9258
opendilab/InterFuser
[CoRL 2022] InterFuser: Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer
Language:Python550 12 10346
opendilab/LLMRiddles
Open-Source Reproduction/Demo of the LLM Riddles Game
Language:Python528 5 837
opendilab/awesome-multi-modal-reinforcement-learning
A curated list of Multi-Modal Reinforcement Learning resources (continually updated)
403 9 112
opendilab/awesome-exploration-rl
A curated list of awesome exploration RL resources (continually updated)
395 6 011
opendilab/SO2
[AAAI2024] A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning
Language:Python294 3 44
opendilab/DI-engine-docs
DI-engine docs (Chinese and English)
Language:Python290 2 362
opendilab/CleanS2S
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！
Language:Python24221
opendilab/treevalue
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）
Language:Python232 4 183
opendilab/awesome-AI-based-protein-design
A collection of research papers for AI-based protein design
230 3 014
opendilab/DI-hpc
OpenDILab RL HPC OP Lib, including CUDA and Triton kernel
Language:Python224 3 07
opendilab/DI-treetensor
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）
Language:Python206 3 44
opendilab/PsyDI
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements. (e.g. MBTI Measurement Agent)
Language:TypeScript151 4 515
opendilab/SmartRefine
[CVPR 2024] SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction
Language:Python120 3 168
opendilab/DI-toolkit
A simple toolkit package for opendilab
Language:Python116 3 23
opendilab/DI-1024
1024 + 深度强化学习（Deep Reinforcement Learning + 1024 Game/ 2048 Game)
Language:Python115 2 13
opendilab/GenerativeRL
Python library for solving reinforcement learning (RL) problems using generative models (e.g. Diffusion Models).
Language:Python89 3 07
opendilab/awesome-ui-agents
A curated list of of awesome UI agents resources, encompassing Web, App, OS, and beyond (continually updated)
74 3 09
opendilab/pytorch_sphinx_theme
PyTorch Sphinx Theme
Language:CSS54 1 03
opendilab/huggingface_ding
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.
Language:Python49 3 01
opendilab/CodeMorpheus
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）
Language:Python47 2 14
opendilab/OpenPaL
Building open-ended embodied agent in battle royale FPS game
34 5 11