Practical_RL
RL tutorial
An educational resource teaching practical reinforcement learning skills in Python using popular deep learning frameworks.
A course in reinforcement learning in the wild
6k stars
209 watching
2k forks
Language: Jupyter Notebook
last commit: 28 days ago
Linked from 2 awesome lists
course-materialsdeep-learningdeep-reinforcement-learninggit-coursehacktoberfestkerasmoocpytorchpytorch-tutorialsreinforcement-learningtensorflow
prakhar1989/awesome-courses
aikorea/awesome-rlRelated projects:
| Repository | Description | Stars |
|---|---|---|
 kunqian2025/reinforcement-learning | A collection of implementations of reinforcement learning algorithms in MATLAB | 60 |
 luchris429/purejaxrl | A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality | 722 |
 araffin/rl-tutorial-jnrr19 | A tutorial project providing an introduction to reinforcement learning with Stable Baselines3 | 615 |
 rle-foundation/rlexplore | Provides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning | 366 |
 rlcode/reinforcement-learning | A collection of clean and minimal examples for various reinforcement learning algorithms | 3,373 |
 paddlepaddle/parl | A high-performance distributed training framework for Reinforcement Learning | 3,273 |
 iffix/machin | An open-source reinforcement learning library for PyTorch, providing a simple and clear implementation of various algorithms. | 401 |
 carperai/trlx | A framework for distributed reinforcement learning of large language models with human feedback | 4,502 |
 tju-drl-lab/ai-optimizer | A next-generation deep reinforcement learning toolkit with libraries for multiagent, self-supervised, offline, and transfer/reinforcement learning | 4,755 |
 rl-tools/rl-tools | A comprehensive deep reinforcement learning library for continuous control tasks | 216 |
 enlite-ai/maze | An RL framework for building and training reinforcement learning models in Python | 265 |
 paulescu/hands-on-rl | A step-by-step course teaching the fundamentals and applications of reinforcement learning using Jupyter Notebook | 1,072 |
 zuoxingdong/lagom | A modular toolkit for rapid prototyping of reinforcement learning algorithms | 373 |
 tatsu-lab/alpaca_farm | A framework for simulating and evaluating reinforcement learning from human feedback methods | 782 |
 thu-ml/tianshou | A high-performance reinforcement learning library with modular interfaces and user-friendly APIs for building deep learning agents. | 7,968 |