Reinforcementlearninginautopilot
RL in AutoPilot 自动驾驶强化学习：效果展示，框架设计、算法和训练经验文档等（部分开源，update from private repo: egocar）
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Tianshou | 7,125 |  | 10 | 4 months ago | 33 | August 22, 2023 | 97 | mit | Python | |
| An elegant PyTorch deep reinforcement learning library. | ||||||||||
| Minimalrl | 2,417 | a year ago | 21 | mit | Python | |||||
| Implementations of basic RL algorithms with minimal lines of codes! (pytorch based) | ||||||||||
| Rl Baselines3 Zoo | 1,640 |  | 2 | 4 months ago | 18 | November 17, 2023 | 54 | mit | Python | |
| A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included. | ||||||||||
| Rl Baselines Zoo | 1,025 | 2 years ago | 5 | mit | Python | |||||
| A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included. | ||||||||||
| Mushroom Rl | 765 |  | 4 | 3 months ago | 20 | October 30, 2023 | 5 | mit | Python | |
| Python library for Reinforcement Learning. | ||||||||||
| Pytorch Drl | 387 | 7 years ago | n,ull | mit | Python | |||||
| PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent. | ||||||||||
| Lagom | 365 | 4 years ago | 5 | mit | Jupyter Notebook | |||||
| lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms. | ||||||||||
| Pytorch Rl | 356 | 5 years ago | 2 | August 20, 2018 | 3 | Python | ||||
| This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch | ||||||||||
| Machine Learning Is All You Need | 337 | 9 months ago | Python | |||||||
| 🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need! | ||||||||||
| Openai_lab | 314 | 6 years ago | mit | Python | ||||||
| An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras. | ||||||||||
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