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The Top 23 Pytorch Reinforcement Learning Ppo Open Source Projects

Open source projects categorized as Pytorch Reinforcement Learning Ppo
Categories > Machine Learning > Reinforcement Learning
Deep Reinforcement Learning ⭐ 4,635
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 5 months ago
Cleanrl ⭐ 3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
most recent commit 3 months ago
Pytorch A2c Ppo Acktr Gail ⭐ 3,450
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
most recent commit 2 years ago
Elegantrl ⭐ 3,229
Massively Parallel Deep Reinforcement Learning. 🔥
dependent packages 2total releases 5most recent commit 5 months agopypi elegantrl} Downloads
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Rl Baselines3 Zoo ⭐ 1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
dependent packages 2total releases 18most recent commit 3 months agopypi rl-zoo3} Downloads
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
Pytorch A3c ⭐ 768
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
most recent commit 5 years ago
Deeprl Tutorials ⭐ 726
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
most recent commit 3 years ago
Super Mario Bros Ppo Pytorch ⭐ 692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
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
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16most recent commit 5 months ago
Rl_games ⭐ 603
RL implementations
dependent packages 1total releases 15most recent commit 4 months agopypi rl-games} Downloads
Ppo For Beginners ⭐ 427
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-w
most recent commit 8 months ago
Pytorch Drl ⭐ 387
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
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
Xuance ⭐ 339
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
most recent commit 3 months ago
Pytorch Cpp Rl ⭐ 308
PyTorch C++ Reinforcement Learning
most recent commit 4 years ago
Rlgraph ⭐ 241
RLgraph: Modular computation graphs for deep reinforcement learning
most recent commit 4 years ago
Machin ⭐ 206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
total releases 7most recent commit 3 years ago
Torch Ac ⭐ 134
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
most recent commit 2 years ago
Torchrl ⭐ 127
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
most recent commit 2 years ago
The 4 Most Depended On Pytorch Reinforcement Learning Ppo Open Source Projects
Elegantrl ⭐ 3,229
Massively Parallel Deep Reinforcement Learning. 🔥
dependent packages 2total releases 5latest release January 08, 2022most recent commit 5 months agopypi elegantrl} Downloads
Rl_games ⭐ 603
RL implementations
dependent packages 1total releases 15latest release September 28, 2023most recent commit 4 months agopypi rl-games} Downloads
Rainy ⭐ 28
:umbrella: Deep RL agents with PyTorch:umbrella:
dependent packages 1total releases 12latest release October 05, 2020most recent commit 3 years agopypi rainy} Downloads
The 10 Latest Releases In Pytorch Reinforcement Learning Ppo Open Source Projects
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16latest release November 16, 2023most recent commit 5 months ago
Rl_games ⭐ 603
RL implementations
dependent packages 1total releases 15latest release September 28, 2023most recent commit 4 months agopypi rl-games} Downloads
Fsrl ⭐ 121
🚀 A fast safe reinforcement learning library in PyTorch
total releases 1latest release June 14, 2023most recent commit 6 months ago
Aine Drl ⭐ 8
A project for the DRL framework. AINE means "Agent IN Environment".
total releases 2latest release April 04, 2023most recent commit a year ago
Actorch ⭐ 8
Deep reinforcement learning framework for fast prototyping based on PyTorch
total releases 5latest release March 12, 2023most recent commit a year ago
Elegantrl ⭐ 3,229
Massively Parallel Deep Reinforcement Learning. 🔥
dependent packages 2total releases 5latest release January 08, 2022most recent commit 5 months agopypi elegantrl} Downloads
Rainy ⭐ 28
:umbrella: Deep RL agents with PyTorch:umbrella:
dependent packages 1total releases 12latest release October 05, 2020most recent commit 3 years agopypi rainy} Downloads
Agent ⭐ 8
Example of an agents for neodroid environments 💡
total releases 38latest release August 02, 2020most recent commit 2 years ago
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