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Deep Reinforcement Learning Algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
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235
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No license specified
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0
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3 years ago
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Alternatives To Deep Reinforcement Learning Algorithms
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Reinforcement Learning With Tensorflow8,174
9 months ago63mitPython
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Easy Rl7,643
3 months ago47otherJupyter Notebook
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
Tianshou7,125pypi tianshou} Downloads103 months ago33August 22, 202397mitPython
An elegant PyTorch deep reinforcement learning library.
Deep Reinforcement Learning4,635
5 months ago5mitJupyter Notebook
Repo for the Deep Reinforcement Learning Nanodegree program
Elegantrl3,229pypi elegantrl} Downloads25 months ago5January 08, 2022107otherPython
Massively Parallel Deep Reinforcement Learning. 🔥
Deeprl2,834
2 years ago5mitPython
Modularized Implementation of Deep RL Algorithms in PyTorch
Minimalrl2,417
a year ago21mitPython
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Finrl Trading1,858
3 months ago43mitJupyter Notebook
For trading. Please star.
Rl Baselines3 Zoo1,640pypi rl-zoo3} Downloads23 months ago18November 17, 202354mitPython
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Rl Baselines Zoo1,025
2 years ago5mitPython
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Alternatives To Deep Reinforcement Learning Algorithms
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Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 3 months agopypi tianshou} Downloads
Elegantrl ⭐ 3,229
Massively Parallel Deep Reinforcement Learning. 🔥
dependent packages 2total releases 5most recent commit 5 months agopypi elegantrl} Downloads


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Alternative Project Comparisons
Deep Reinforcement Learning Algorithms vs Reinforcement Learning With Tensorflow
Deep Reinforcement Learning Algorithms vs Easy Rl
Deep Reinforcement Learning Algorithms vs Tianshou
Deep Reinforcement Learning Algorithms vs Deep Reinforcement Learning
Deep Reinforcement Learning Algorithms vs Elegantrl
Deep Reinforcement Learning Algorithms vs Deeprl
Deep Reinforcement Learning Algorithms vs Minimalrl
Deep Reinforcement Learning Algorithms vs Finrl Trading
Deep Reinforcement Learning Algorithms vs Rl Baselines3 Zoo
Deep Reinforcement Learning Algorithms vs Rl Baselines Zoo
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Mushroom Rl ⭐ 765
Python library for Reinforcement Learning.
dependent packages 4total releases 20latest release October 30, 2023most recent commit 2 months agopypi mushroom-rl} Downloads
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A PyTorch library for building deep reinforcement learning agents.
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