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sail-sg/envpool

A high-performance parallel environment execution engine for reinforcement learning environments.

1.3K
Archived
C++
Reinforcement Learning
API Frameworks
#reinforcement-learning#high-performance#parallel-processing

Khrylx/PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning algorithms like TRPO, PPO, A2C, and GAIL.

1.3K
Archived
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#deep-reinforcement-learning#policy-gradient

ucla-rlcourse/RLexample

A collection of basic examples for learning and experimenting with Reinforcement Learning in Python.

1.3K
Active
Python
Reinforcement Learning
#reinforcement-learning#examples#python

AgentR1/Agent-R1

A Python library that enables training powerful AI agents using end-to-end reinforcement learning.

1.3K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#machine-learning#reinforcement-learning#agents

vietnh1009/Super-mario-bros-PPO-pytorch

A PyTorch implementation of the Proximal Policy Optimization (PPO) algorithm for training an AI agent to play Super Mario Bros.

1.3K
Archived
Python
Reinforcement Learning
Game AI
PyTorch
#reinforcement-learning#ai-gaming#super-mario

pfnet/pfrl

A PyTorch-based deep reinforcement learning library for developing AI agents and algorithms.

1.3K
Stable
Python
LLM Frameworks
API Frameworks
PyTorch
#reinforcement-learning#ai-agents#deep-learning

reiniscimurs/DRL-robot-navigation

A deep reinforcement learning project for mobile robot navigation in a Gazebo simulator using the ROS framework.

1.3K
Stable
Python
Reinforcement Learning
Backend Frameworks
ROS
#deep-reinforcement-learning#robot-navigation#gazebo

modelscope/AgentEvolver

AgentEvolver is a Python library for building self-evolving agent systems powered by large language models and reinforcement learning.

1.3K
Active
Python
Agents & Orchestration
LLM Frameworks
Python
#agent-system#reinforcement-learning#llm

KhoomeiK/LlamaGym

Fine-tune LLMs with online reinforcement learning for building AI-powered applications and agents.

1.2K
Archived
Python
LLM Frameworks
Agents & Orchestration
Python
#llm#reinforcement-learning#ai-agents

patrick-llgc/Learning-Deep-Learning

A collection of paper reading notes on deep learning and machine learning topics.

1.2K
Active
Jupyter Notebook
Computer Vision
Tutorials & Courses
#deep-learning#machine-learning#computer-vision

MorvanZhou/Evolutionary-Algorithm

An evolutionary algorithm library in Python for developers interested in AI and machine learning.

1.2K
Archived
Python
Evolutionary Algorithm
Tutorials & Courses
Python
#evolutionary-algorithm#genetic-algorithm#reinforcement-learning

sudharsan13296/Hands-On-Meta-Learning-With-Python

A collection of notebooks for learning various meta-learning techniques like MAML, Reptile, and One-Shot Learning.

1.2K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Tensorflow
#deep-learning#meta-learning#few-shot-learning

haarnoja/sac

A Python library for Soft Actor-Critic (SAC), a powerful reinforcement learning algorithm.

1.2K
Archived
Python
Agents & Orchestration
CLI Tools
Python
#reinforcement-learning#deep-learning#optimization

ericyangyu/PPO-for-Beginners

A simple and well-styled implementation of the PPO reinforcement learning algorithm, with a tutorial series

1.2K
Archived
Python
Reinforcement Learning Algorithms
Tutorials & Courses
PyTorch
#ppo#reinforcement-learning#machine-learning

vmayoral/basic_reinforcement_learning

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

1.2K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
#artificial-intelligence#deep-learning#neural-networks

meta-pytorch/OpenEnv

An interface library for reinforcement learning (RL) post-training with environments.

1.2K
Active
Python
Agents & Orchestration
CLI Tools
Python
#reinforcement-learning#rl#environments

NeymarL/ChineseChess-AlphaZero

Implement AlphaZero/AlphaGo Zero methods for Chinese chess using Python and deep learning.

1.2K
Archived
Python
Reinforcement Learning
API Frameworks
Python
#alphazero#chinese-chess#deep-learning

chainer/chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer, a popular deep learning framework.

1.2K
Archived
Python
Reinforcement Learning
API Frameworks
Chainer
#reinforcement-learning#deep-learning#machine-learning

araffin/rl-baselines-zoo

A collection of pre-trained reinforcement learning agents with training and hyperparameter optimization tools.

1.2K
Archived
Python
Reinforcement Learning
CLI Tools
OpenAI Gym
#reinforcement-learning#hyperparameter-tuning#gym

google-deepmind/android_env

This is a research project on reinforcement learning on Android devices, not a vibe-coder tool.

1.2K
Active
Python
Reinforcement Learning
Android
#android#reinforcement-learning#research
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