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The Top 23 Policy Gradient Open Source Projects

Open source projects categorized as Policy Gradient
Categories > Machine Learning > Policy Gradient
Reinforcement Learning With Tensorflow ⭐ 8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
most recent commit 10 months ago
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 4 months ago
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 4 months agopypi tianshou} Downloads
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
Seqgan ⭐ 1,801
Implementation of Sequence Generative Adversarial Nets with Policy Gradient
most recent commit 5 years ago
Drl ⭐ 1,542
Deep Reinforcement Learning
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
Stock_market_reinforcement_learning ⭐ 630
This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.
most recent commit 7 years ago
Rlseq2seq ⭐ 610
Deep Reinforcement Learning For Sequence to Sequence Models
most recent commit 4 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
Ddpg Keras Torcs ⭐ 595
Using Keras and Deep Deterministic Policy Gradient to play TORCS
most recent commit 6 years ago
Ml Compiler Opt ⭐ 553
Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.
most recent commit 4 months ago
Awesome Monte Carlo Tree Search Papers ⭐ 537
A curated list of Monte Carlo tree search papers with implementations.
most recent commit 10 months ago
Deep Rl Keras ⭐ 521
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
most recent commit 4 years ago
Deer ⭐ 481
DEEp Reinforcement learning framework
total releases 12most recent commit a year ago
Tensorflow Reinforce ⭐ 477
Implementations of Reinforcement Learning Models in Tensorflow
most recent commit 7 years ago
Rl_algorithms ⭐ 470
Structural implementation of RL key algorithms
most recent commit a year ago
The 2 Most Depended On Policy Gradient Open Source Projects
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33latest release August 22, 2023most recent commit 4 months agopypi tianshou} Downloads
Reinforcement Learning Keras ⭐ 6
Reinforcement learning algorithms implemented in Keras (tensorflow==2.3) and sklearn
dependent packages 1total releases 5latest release October 03, 2020most recent commit 3 years agopypi reinforcement-learning-keras} Downloads
The 6 Latest Releases In Policy Gradient Open Source Projects
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33latest release August 22, 2023most recent commit 4 months agopypi tianshou} Downloads
Nes Torch ⭐ 6
Minimal PyTorch Library for Natural Evolution Strategies
total releases 13latest release September 29, 2021most recent commit 3 years ago
Deer ⭐ 481
DEEp Reinforcement learning framework
total releases 12latest release December 29, 2020most recent commit a year ago
Reinforcement Learning Keras ⭐ 6
Reinforcement learning algorithms implemented in Keras (tensorflow==2.3) and sklearn
dependent packages 1total releases 5latest release October 03, 2020most recent commit 3 years agopypi reinforcement-learning-keras} Downloads
Yarll ⭐ 84
Combining deep learning and reinforcement learning.
total releases 12latest release November 19, 2019most recent commit 3 years ago
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