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The Top 23 Deep Reinforcement Learning Policy Gradient Open Source Projects

Open source projects categorized as Deep Reinforcement Learning Policy Gradient
Categories > Machine Learning > Deep Reinforcement Learning
Categories > Machine Learning > Policy Gradient
Easy Rl ⭐ 7,643
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github
most recent commit 3 months ago
Reinforcement Learning ⭐ 4,097
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
most recent commit 4 years ago
Reinforcement Learning ⭐ 3,119
Minimal and Clean Reinforcement Learning Examples
most recent commit a year ago
Deep Reinforcement Learning With Pytorch ⭐ 2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
most recent commit a year ago
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Ppo Pytorch ⭐ 1,270
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
most recent commit 5 months ago
Slm Lab ⭐ 1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
most recent commit 2 years ago
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
most recent commit 3 years ago
Pytorch Rl ⭐ 638
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
most recent commit 3 years ago
Hands On Reinforcement Learning With Python ⭐ 596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
most recent commit 4 years ago
Deer ⭐ 481
DEEp Reinforcement learning framework
total releases 12most recent commit 10 months ago
Tensorflow Reinforce ⭐ 477
Implementations of Reinforcement Learning Models in Tensorflow
most recent commit 6 years ago
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years ago
Reinforcement_learning_tutorial_with_demo ⭐ 357
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
most recent commit 5 years ago
Pytorch Rl ⭐ 356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
total releases 2most recent commit 5 years ago
Openai_lab ⭐ 314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
most recent commit 6 years ago
Pytorch Ddpg ⭐ 207
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
most recent commit 6 years ago
Deeprl_algorithms ⭐ 112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
most recent commit 3 years ago
Torchrl ⭐ 107
Highly Modular and Scalable Reinforcement Learning
most recent commit 4 years ago
Episodic Transformer Memory Ppo ⭐ 99
Clean baseline implementation of PPO using an episodic TransformerXL memory
most recent commit 3 months ago
Reinforcement Learning ⭐ 95
🤖 Implements of Reinforcement Learning algorithms.
most recent commit 6 years ago
Deep Reinforcement Learning With Python ⭐ 94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
most recent commit 3 years ago
Yarll ⭐ 84
Combining deep learning and reinforcement learning.
total releases 12most recent commit 3 years ago
The 3 Latest Releases In Deep Reinforcement Learning Policy Gradient Open Source Projects
Deer ⭐ 481
DEEp Reinforcement learning framework
total releases 12latest release December 29, 2020most recent commit 10 months ago
Yarll ⭐ 84
Combining deep learning and reinforcement learning.
total releases 12latest release November 19, 2019most recent commit 3 years ago
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