Discover opendilab/.github Open Source project

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opendilab

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

awesome-RLHF

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

3,262

DI-engine

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

Python

3,041

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

1,875

DI-star

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

Python

1,215

LightZero

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

Python

1,097

awesome-model-based-RL

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

851

awesome-diffusion-model-in-rl

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

739

awesome-decision-transformer

A curated list of Decision Transformer resources (continually updated)

671

LMDrive

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

Jupyter Notebook

592

DI-drive

Decision Intelligence Platform for Autonomous Driving simulation.

Python

563

InterFuser

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

Python

522

LLMRiddles

Open-Source Reproduction/Demo of the LLM Riddles Game

Python

515

GoBigger

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

Python

459

DI-sheep

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

Python

416

awesome-end-to-end-autonomous-driving

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

371

awesome-multi-modal-reinforcement-learning

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

367

awesome-exploration-rl

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

365

SO2

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

Python

285

DI-engine-docs

DI-engine docs (Chinese and English)

Python

281

DI-orchestrator

OpenDILab RL Kubernetes Custom Resource and Operator Lib

240

DI-smartcross

Decision Intelligence platform for Traffic Crossing Signal Control

Python

230

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

228

DI-hpc

OpenDILab RL HPC OP Lib, including CUDA and Triton kernel

Python

222

awesome-AI-based-protein-design

A collection of research papers for AI-based protein design

216

ACE

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

Python

212

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

202

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

195

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

185

DI-store

OpenDILab RL Object Store

177

LightTuner

Python

173

DOS

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

Python

145

DI-toolkit

A simple toolkit package for opendilab

Python

113

DI-bioseq

Decision Intelligence platform for Biological Sequence Searching

Python

111

DI-1024

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

Python

109

SmartRefine

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

Python

107

DIgging

Decision Intelligence for digging best parameters in target environment.

Python

awesome-driving-behavior-prediction

A collection of research papers for Driving Behavior Prediction

PsyDI

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

TypeScript

DI-adventure

Decision Intelligence Adventure for Beginners

Python

GenerativeRL

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

Python

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

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

OpenPaL

Building open-ended embodied agent in battle royale FPS game

awesome-ui-agents

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

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！

opendilab/.github

opendilab

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