OpenDILab (@opendilab)
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Top repositories

1

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)
2,642
star
2

DI-engine

OpenDILab Decision AI Engine
Python
2,602
star
3

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 ）
Python
1,632
star
4

DI-star

An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
Python
1,149
star
5

LightZero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
Python
885
star
6

awesome-model-based-RL

A curated list of awesome model based RL resources (continually updated)
661
star
7

awesome-decision-transformer

A curated list of Decision Transformer resources (continually updated)
536
star
8

DI-drive

Decision Intelligence Platform for Autonomous Driving simulation.
Python
510
star
9

awesome-diffusion-model-in-rl

A curated list of Diffusion Model in RL resources (continually updated)
509
star
10

LLMRiddles

Open-Source Reproduction/Demo of the LLM Riddles Game
Python
448
star
11

InterFuser

[CoRL 2022] InterFuser: Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer
Python
435
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12

GoBigger

[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.
Python
431
star
13

LMDrive

[CVPR 2024] LMDrive: Closed-Loop End-to-End Driving with Large Language Models
Jupyter Notebook
370
star
14

DI-sheep

羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)
Python
362
star
15

awesome-multi-modal-reinforcement-learning

A curated list of Multi-Modal Reinforcement Learning resources (continually updated)
295
star
16

awesome-exploration-rl

A curated list of awesome exploration RL resources (continually updated)
262
star
17

awesome-end-to-end-autonomous-driving

A curated list of awesome End-to-End Autonomous Driving resources (continually updated)
252
star
18

DI-engine-docs

DI-engine docs (Chinese and English)
Python
243
star
19

DI-orchestrator

OpenDILab RL Kubernetes Custom Resource and Operator Lib
Go
217
star
20

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）
Python
215
star
21

DI-smartcross

Decision Intelligence platform for Traffic Crossing Signal Control
Python
207
star
22

SO2

[AAAI2024] A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning
Python
205
star
23

DI-hpc

OpenDILab RL HPC OP Lib
Python
197
star
24

GoBigger-Challenge-2021

Interested in multi-agents? The 1st Go-Bigger Multi-Agent Decision Intelligence Challenge is coming and a big bonus is waiting for you!
Python
192
star
25

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）
Python
176
star
26

ACE

[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".
Python
174
star
27

awesome-AI-based-protein-design

A collection of research papers for AI-based protein design
170
star
28

Gobigger-Explore

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!
Python
167
star
29

DI-store

OpenDILab RL Object Store
Go
164
star
30

LightTuner

Python
146
star
31

DI-bioseq

Decision Intelligence platform for Biological Sequence Searching
Python
97
star
32

DOS

[CVPR 2023] ReasonNet: End-to-End Driving with Temporal and Global Reasoning
Python
94
star
33

DI-1024

1024 + 深度强化学习（Deep Reinforcement Learning + 1024 Game)
JavaScript
91
star
34

DI-toolkit

A simple toolkit package for opendilab
Python
89
star
35

DIgging

Decision Intelligence for digging best parameters in target environment.
Python
81
star
36

awesome-driving-behavior-prediction

A collection of research papers for Driving Behavior Prediction
63
star
37

DI-adventure

Decision Intelligence Adventure for Beginners
Python
54
star
38

SmartRefine

[CVPR 2024] SmartRefine: An Scenario-Adaptive Refinement Framework for Efficient Motion Prediction
Python
39
star
39

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）
Python
28
star
40

PsyDI

PsyDI: A MBTI agent that helps you understand your personality type through a relaxed multi-modal interaction.
TypeScript
25
star
41

OpenPaL

Building open-ended embodied agent in battle royale FPS game
19
star
42

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.
Python
17
star
43

.github

The first decision intelligence platform covering the most complete algorithms in academia and industry
10
star