OpenDILab

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48 repositories

LightZero
Public
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)
board-game reinforcement-learning pytorch gym mcts gomoku tictactoe atari alpha-beta-pruning monte-carlo-tree-search
Python
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Apache License 2.0
•128•1.2k•3•19•Updated Dec 24, 2024Dec 24, 2024
DI-engine
Public
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
python reinforcement-learning impala reinforcement-learning-algorithms minigrid atari imitation-learning distributed-system drl inverse-reinforcement-learning
Python
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Apache License 2.0
•381•3.2k•6•12•Updated Dec 23, 2024Dec 23, 2024
GenerativeRL
Public
Python library for solving reinforcement learning (RL) problems using generative models (e.g. Diffusion Models).
reinforcement-learning generative-model rl diffusion flow-model diffusion-models offline-rl generative-ai diffusion-policy
Python
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Apache License 2.0
•8•101•0•1•Updated Dec 19, 2024Dec 19, 2024
awesome-decision-transformer
Public
A curated list of Decision Transformer resources (continually updated)
awesome reinforcement-learning reinforcement-learning-algorithms awesome-list imitation-learning decision-transformers
Apache License 2.0
•30•736•0•0•Updated Dec 19, 2024Dec 19, 2024
DI-engine-docs
Public
DI-engine docs (Chinese and English)
reinforcement-learning deep-learning reinforcement-learning-algorithms imitation-learning inverse-reinforcement-learning pytorch-rl model-based-reinforcement-learning multi-agent-reinforcement-learning offline-rl
Python
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Apache License 2.0
•62•290•0•2•Updated Dec 18, 2024Dec 18, 2024
PsyDI
Public
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements. (e.g. MBTI Measurement Agent)
reinforcement-learning chatbot mbti vlm llm
TypeScript
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Apache License 2.0
•15•151•0•1•Updated Dec 15, 2024Dec 15, 2024
CleanS2S
Public
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！
python machine-learning streaming ai speech-synthesis speech-recognition speech-to-speech gpt-4o
Python
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Apache License 2.0
•28•304•1•1•Updated Dec 10, 2024Dec 10, 2024
awesome-RLHF
Public
A curated list of reinforcement learning with human feedback resources (continually updated)
deep-reinforcement-learning large-language-models human-feedback rlhf reinforcement-learning deep-learning
Apache License 2.0
•217•3.6k•1•1•Updated Dec 5, 2024Dec 5, 2024
awesome-exploration-rl
Public
A curated list of awesome exploration RL resources (continually updated)
awesome reinforcement-learning exploration reinforcement-learning-algorithms awesome-list exploratory exploration-exploitation sparse-reward-algorithms delayed-rewards hard-exploration
Apache License 2.0
•12•420•0•0•Updated Dec 4, 2024Dec 4, 2024
awesome-ui-agents
Public
A curated list of of awesome UI agents resources, encompassing Web, App, OS, and beyond (continually updated)
Apache License 2.0
•12•98•0•0•Updated Dec 3, 2024Dec 3, 2024
awesome-multi-modal-reinforcement-learning
Public
A curated list of Multi-Modal Reinforcement Learning resources (continually updated)
Apache License 2.0
•12•411•0•0•Updated Dec 1, 2024Dec 1, 2024
InterFuser
Public
[CoRL 2022] InterFuser: Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer
transformer autonomous-driving bird-view-image
Python
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Apache License 2.0
•48•552•68•0•Updated Nov 25, 2024Nov 25, 2024
awesome-model-based-RL
Public
A curated list of awesome model based RL resources (continually updated)
awesome reinforcement-learning-algorithms awesome-list model-based-rl model-based-reinforcement-learning reinforcement-learning
Apache License 2.0
•51•967•0•0•Updated Nov 12, 2024Nov 12, 2024
awesome-diffusion-model-in-rl
Public
A curated list of Diffusion Model in RL resources (continually updated)
deep-reinforcement-learning diffusion-model reinfocement-learning diffusion-models
Apache License 2.0
•47•896•0•0•Updated Nov 12, 2024Nov 12, 2024
SmartRefine
Public
[CVPR 2024] SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction
autonomous-driving trajectory-prediction motion-prediction
Python
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Apache License 2.0
•9•128•17•0•Updated Nov 10, 2024Nov 10, 2024
DI-treetensor
Public
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）
reinforcement-learning deep-learning numpy tree-structure tensor python pytorch
Python
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Apache License 2.0
•4•206•1•2•Updated Oct 21, 2024Oct 21, 2024
treevalue
Public
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）
tree framework nested-structures python3 data-structures tree-structure
Python
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Apache License 2.0
•3•231•4•0•Updated Oct 17, 2024Oct 17, 2024
LLMRiddles
Public
Open-Source Reproduction/Demo of the LLM Riddles Game
Python
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Apache License 2.0
•37•531•0•2•Updated Jul 30, 2024Jul 30, 2024
DI-1024
Public
1024 + 深度强化学习（Deep Reinforcement Learning + 1024 Game/ 2048 Game)
javascript python reinforcement-learning deep-reinforcement-learning 2048 2048-game 1024-game
Python
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Apache License 2.0
•3•115•0•0•Updated Jul 23, 2024Jul 23, 2024
LMDrive
Public
[CVPR 2024] LMDrive: Closed-Loop End-to-End Driving with Large Language Models
Jupyter Notebook
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Apache License 2.0
•59•696•53•0•Updated Jul 7, 2024Jul 7, 2024
pytorch_sphinx_theme
Public
PyTorch Sphinx Theme
CSS
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MIT License
•138•54•0•0•Updated Jul 7, 2024Jul 7, 2024
DI-hpc
Public
OpenDILab RL HPC OP Lib, including CUDA and Triton kernel
reinforcement-learning hpc cuda pytorch lstm triton
Python
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Apache License 2.0
•7•226•0•1•Updated Jul 4, 2024Jul 4, 2024
SO2
Public
[AAAI2024] A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning
Python
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Apache License 2.0
•5•290•0•0•Updated Jun 22, 2024Jun 22, 2024
PPOxFamily
Public
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 course reinforcement-learning deep-reinforcement-learning decision-intelligence
Python
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Apache License 2.0
•178•2k•15•43•Updated May 15, 2024May 15, 2024
awesome-AI-based-protein-design
Public
A collection of research papers for AI-based protein design
awesome protein-structure artificial-intelligence protein awesome-list
Apache License 2.0
•15•234•0•0•Updated May 13, 2024May 13, 2024
DI-star
Public
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
league artificial-intelligence starcraft2 self-play reinforcment-learning deep-learning deep-reinforcement-learning
Python
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Apache License 2.0
•113•1.2k•0•0•Updated May 6, 2024May 6, 2024
OpenPaL
Public
Building open-ended embodied agent in battle royale FPS game
embodied-agent embodied-ai large-language-models open-ended-learning
1•36•1•0•Updated Feb 6, 2024Feb 6, 2024
DI-toolkit
Public
A simple toolkit package for opendilab
python toolkit
Python
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Apache License 2.0
•3•116•0•0•Updated Jan 17, 2024Jan 17, 2024
CodeMorpheus
Public
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
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Apache License 2.0
•4•46•0•0•Updated Jan 8, 2024Jan 8, 2024
huggingface_ding
Public
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.
decision-making huggingface reinforcement-learning
Python
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Apache License 2.0
•3•51•0•0•Updated Dec 12, 2023Dec 12, 2023