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DLR-RM/stable-baselines3

Reliable PyTorch implementations of reinforcement learning algorithms for AI and robotics applications.

12.8K
Active
Python
ML Ops
PyTorch
#reinforcement-learning#robotics#machine-learning

udacity/deep-reinforcement-learning

This is a repository for the Udacity Deep Reinforcement Learning Nanodegree program, focusing on deep reinforcement learning algorithms and techniques.

5.1K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
PyTorch
#deep-reinforcement-learning#openai-gym#reinforcement-learning-algorithms

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

opendilab/awesome-model-based-RL

A curated list of awesome resources for model-based reinforcement learning.

1.3K
Stable
Reinforcement Learning
Tutorials & Courses
#model-based-reinforcement-learning#reinforcement-learning-algorithms#awesome-list

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

nicrusso7/rex-gym

An open-source framework for building simulated quadruped robots in the OpenAI Gym environment using Python.

1.1K
Archived
Python
Reinforcement Learning
Robotics
Python
#robotics#quadruped#openai-gym

luchris429/purejaxrl

Fast and efficient Jax-based reinforcement learning implementations for developers building AI-powered applications.

1.0K
Archived
Python
Reinforcement Learning Algorithms
CLI Tools
Python
#reinforcement-learning#jax#ppo

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