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The Top 23 Python Policy Gradient Open Source Projects

Open source projects categorized as Python 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 9 months ago
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 3 months agopypi tianshou} Downloads
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
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
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 3 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
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
Rl_algorithms ⭐ 470
Structural implementation of RL key algorithms
most recent commit a year ago
Seqgan ⭐ 441
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
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
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
Handyrl ⭐ 278
HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.
most recent commit 3 months ago
The 2 Most Depended On Python 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 3 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 Python 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 3 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 10 months 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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