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The Top 23 Python Pytorch Deep Reinforcement Learning Open Source Projects

Open source projects categorized as Python Pytorch Deep Reinforcement Learning
Categories > Machine Learning > Deep Reinforcement Learning
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
Deeprl ⭐ 2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
most recent commit 2 years 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
Muzero General ⭐ 2,203
MuZero
most recent commit 8 months 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
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28most recent commit 3 months agopypi d3rlpy} Downloads
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
Rl Book ⭐ 794
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
most recent commit 4 months 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
Pytorch Rl ⭐ 703
Deep Reinforcement Learning with pytorch & visdom
most recent commit 6 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
Marllib ⭐ 611
One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
most recent commit 5 months ago
Neural Slam ⭐ 592
Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"
most recent commit a year ago
Rl_a3c_pytorch ⭐ 535
A3C LSTM Atari with Pytorch plus A3G design
most recent commit a year ago
Deep Reinforcement Learning Algorithms With Pytorch ⭐ 484
Clean, Robust, and Unified PyTorch implementation of popular DRL Algorithms (Q-learning, Duel DDQN, PER, C51, PPO, DDPG, TD3, SAC, ASL)
most recent commit 4 months ago
Agilerl ⭐ 457
Streamlining reinforcement learning with RLOps
most recent commit 3 months ago
Trending Deep Learning ⭐ 449
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
most recent commit 4 years ago
Pytorch Soft Actor Critic ⭐ 414
PyTorch implementation of soft actor critic
most recent commit 2 years ago
Reinforcement Learning Algorithms ⭐ 407
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
most recent commit 3 years ago
The 4 Most Depended On Python Pytorch Deep Reinforcement Learning Open Source Projects
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28latest release December 02, 2023most recent commit 3 months agopypi d3rlpy} 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 Python Pytorch Deep Reinforcement Learning Open Source Projects
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28latest release December 02, 2023most recent commit 3 months agopypi d3rlpy} Downloads
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
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
Abcdrl ⭐ 35
Modular Single-file Reinfocement Learning Algorithms Library
total releases 3latest release March 01, 2023most recent commit a year ago
Rl Plotter ⭐ 53
:sparkles: A plotter for reinforcement learning (RL)
total releases 18latest release December 08, 2021most recent commit 2 years ago
Eve Mli ⭐ 8
eve-mli: making learning interesting
total releases 2latest release January 13, 2021most recent commit 2 years ago
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
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