cleanrl
by vwxyzjn
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
AI summary
RL library
A single-file implementation of Deep Reinforcement Learning algorithms with research-friendly features.
- stars
- 5.9K
- forks
- 670
- watching
- 38
- awesome lists
- 3
Similar projects
Found by comparing what the projects do, not just their names.
Reinforcement Learning Library
A modularized implementation of various deep reinforcement learning algorithms in PyTorch
RL framework
A high-performance distributed training framework for Reinforcement Learning
DQN tutorial
A tutorial on implementing and extending the Deep Q Network algorithm for reinforcement learning tasks
RL Examples
A collection of clean and minimal examples for various reinforcement learning algorithms
openai/baselines15.9K
RL frameworks
High-quality implementations of reinforcement learning algorithms for research and development purposes
RL algorithm library
Provides high-quality implementations of offline and offline-to-online reinforcement learning algorithms in Python.
RL framework
A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality
RL frameworks
PyTorch implementations of popular deep reinforcement learning algorithms and environments.
Deep learning implementations
Implementations of various deep learning algorithms and techniques with accompanying documentation
thu-ml/tianshou8.1K
RL library
A high-performance reinforcement learning library with modular interfaces and user-friendly APIs for building deep learning agents.
RL algorithms
A collection of reliable implementations of reinforcement learning algorithms in PyTorch
RL library
Provides JAX implementations of various reinforcement learning algorithms with continuous action spaces.
Data Quality Tool
Automates data quality checks and model training with AI-driven methods to improve machine learning performance
Image restoration toolkit
Image restoration toolbox with training and testing codes for various deep learning-based methods
RL algorithm
An implementation of reinforcement learning algorithms for continuous control tasks using deep neural networks.
Featured in 3 awesome lists
Each link jumps to the spot where the list mentions cleanrl.
