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inclusionAI/AReaL

A flexible and fast reinforcement learning library for building LLM-powered agents and reasoning systems.

4.0K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#llm#reinforcement-learning#agent

OpenManus/OpenManus-RL

A Python library for reinforcement learning tuning of large language model agents.

3.9K
Stable
Python
LLM Frameworks
API Frameworks
Python
#reinforcement-learning#large-language-models#agent-tuning

PrimeIntellect-ai/verifiers

A Python library for reinforcement learning environments and evaluations targeted at AI-focused developers.

3.9K
Active
Python
Agents & Orchestration
Python
#reinforcement-learning#ai-tools#evaluation

hkust-nlp/simpleRL-reason

A simple reinforcement learning training library for reasoning tasks.

3.8K
Stable
Python
ML Ops
CLI Tools
Python
#reinforcement-learning#reasoning#machine-learning

wangshub/RL-Stock

A project that explores using deep reinforcement learning for automated stock trading.

3.6K
Archived
Jupyter Notebook
Agents & Orchestration
#automated-trading#stock-trading#reinforcement-learning

opendilab/DI-engine

Comprehensive reinforcement learning framework for building AI agents and distributed systems

3.6K
Stable
Python
Reinforcement Learning
Agents & Orchestration
PyTorch
#reinforcement-learning#distributed-systems#ai-agents

junxiaosong/AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for the classic board game Gomoku (Five in a Row)

3.6K
Archived
Python
Reinforcement Learning
Board Games
PyTorch
#alphago#mcts#monte-carlo-tree-search

pytorch/ELF

An open-source platform for game research and reinforcement learning experimentation.

3.4K
Archived
C++
Reinforcement Learning
CLI Tools
C++
#reinforcement-learning#game-research#alpha-zero

ShangtongZhang/DeepRL

Modularized implementation of deep reinforcement learning algorithms in PyTorch for researchers and developers.

3.4K
Archived
Python
Agents & Orchestration
API Frameworks
PyTorch
#deep-reinforcement-learning#rl-algorithms#pytorch-implementation

higgsfield/RL-Adventure

Pytorch implementation of various deep reinforcement learning algorithms for vibe coders.

3.2K
Archived
Jupyter Notebook
RL Frameworks
Pytorch
#reinforcement-learning#deep-learning#pytorch

seungeunrho/minimalRL

Minimal implementations of basic reinforcement learning algorithms in PyTorch for educational purposes.

3.2K
Archived
Python
Reinforcement Learning
Tutorials & Courses
PyTorch
#reinforcement-learning#deep-learning#educational

unitreerobotics/unitree_rl_gym

RL training framework for Unitree quadruped robots with gym-compatible environments

3.0K
Experimental
Python
Robotics
ML Ops
OpenAI Gym
#reinforcement-learning#unitree-robotics#gym-environment

tensorflow/agents

A scalable and easy-to-use TensorFlow library for Contextual Bandits and Reinforcement Learning.

3.0K
Active
Python
RL Algorithms
Agents & Orchestration
TensorFlow
#bandits#contextual-bandits#dqn

learnables/learn2learn

A PyTorch library for meta-learning research, enabling few-shot, fine-tuning, and other advanced ML techniques.

2.9K
Stable
Python
LLM Frameworks
CLI Tools
PyTorch
#meta-learning#few-shot#fine-tuning

werner-duvaud/muzero-general

An implementation of the MuZero reinforcement learning algorithm for general-purpose use cases.

2.8K
Archived
Python
Agents & Orchestration
CLI Tools
PyTorch
#reinforcement-learning#monte-carlo-tree-search#deep-learning

DLR-RM/rl-baselines3-zoo

A framework for training Stable Baselines3 reinforcement learning agents with hyperparameter optimization.

2.7K
Stable
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#hyperparameter-optimization#robotics

RLinf/RLinf

Reinforcement learning infrastructure for embodied and agentic AI

2.7K
Active
Python
Agentic AI & Reinforcement Learning Editors/Agents
RLinf
#agentic-ai#embodied-ai#reinforcement-learning

MaximeVandegar/Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code

2.6K
Active
Python
AI Editors/Agents/Copilot
Python
#GANS#Generative Models#Diffusion-Models

Unakar/Logic-RL

A Python library for reproducing the R1 Zero algorithm on logic puzzles.

2.4K
Experimental
Python
Agents & Orchestration
CLI Tools
Python
#logic-puzzles#ai-agents#reinforcement-learning

allenai/RL4LMs

A modular reinforcement learning library to fine-tune language models to human preferences

2.4K
Archived
Python
LLM Frameworks
Fine-tuning
Python
#language-modeling#reinforcement-learning#dialogue-generation
13456

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