Discover opendilab/OpenPaL Open Source project

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33
Rank 783,877 (Top 16 %)
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Created 11 months ago
Updated 9 months ago

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Building open-ended embodied agent in battle royale FPS game

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

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PPOxFamily

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

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LightZero

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

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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

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DI-drive

Decision Intelligence Platform for Autonomous Driving simulation.

Python

563

InterFuser

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

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522

LLMRiddles

Open-Source Reproduction/Demo of the LLM Riddles Game

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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

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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

awesome-ui-agents

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

.github

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

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/OpenPaL

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