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The Top 23 Algorithms Rl Open Source Projects

Open source projects categorized as Algorithms Rl
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80most recent commit 3 months agopypi stable-baselines3} Downloads
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 3 months agopypi tianshou} Downloads
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Garage ⭐ 1,677
A toolkit for reproducible reinforcement learning research.
dependent packages 2total releases 21most recent commit a year agopypi garage} Downloads
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28most recent commit 3 months agopypi d3rlpy} Downloads
Deeprlhacks ⭐ 959
Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)
most recent commit 7 years ago
Rl Starter Files ⭐ 571
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
most recent commit 6 months ago
Rlzoo ⭐ 561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
total releases 6most recent commit a year ago
Surreal ⭐ 450
Open-Source Distributed Reinforcement Learning Framework by Stanford Vision and Learning Lab
most recent commit 4 years ago
Irl Imitation ⭐ 412
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
most recent commit 2 years ago
Reinforcement Implementation ⭐ 380
Implementation of benchmark RL algorithms
most recent commit 2 years ago
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years ago
Meta Rl ⭐ 332
Implementation of Meta-RL A3C algorithm
most recent commit 7 years ago
Openai_lab ⭐ 314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
most recent commit 6 years ago
Deep Rl ⭐ 270
Collection of Deep Reinforcement Learning algorithms
most recent commit 5 years ago
Rlstructures ⭐ 261
RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, and different RL algorithms provided as examples.
most recent commit a year ago
Machina ⭐ 226
Deep Reinforcement Learning framework
total releases 2most recent commit 4 years ago
Stable Baselines ⭐ 221
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
most recent commit 2 years ago
Mjrl ⭐ 191
Reinforcement learning algorithms for MuJoCo tasks
most recent commit 3 years ago
Cherry ⭐ 187
A PyTorch Library for Reinforcement Learning Research
total releases 18most recent commit 10 months ago
Spinning Up Basic ⭐ 164
Basic versions of agents from Spinning Up in Deep RL written in PyTorch
most recent commit 3 years ago
H Baselines ⭐ 154
A repository of high-performing hierarchical reinforcement learning models and algorithms.
most recent commit 2 years ago
Mdp Dp Rl ⭐ 153
Markov Decision Processes, Dynamic Programming and Reinforcement Learning
most recent commit 3 years ago
The 5 Most Depended On Algorithms Rl Open Source Projects
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 3 months agopypi stable-baselines3} Downloads
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
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
Garage ⭐ 1,677
A toolkit for reproducible reinforcement learning research.
dependent packages 2total releases 21latest release March 23, 2021most recent commit a year agopypi garage} Downloads
Anyrl Py ⭐ 146
A reinforcement learning framework
dependent packages 1total releases 93latest release December 26, 2018most recent commit 5 years agopypi anyrl} Downloads
The 10 Latest Releases In Algorithms Rl 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
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 3 months agopypi stable-baselines3} Downloads
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
Torch Discounted Cumsum ⭐ 44
Fast Discounted Cumulative Sums in PyTorch
total releases 4latest release August 28, 2021most recent commit 3 years ago
Garage ⭐ 1,677
A toolkit for reproducible reinforcement learning research.
dependent packages 2total releases 21latest release March 23, 2021most recent commit a year agopypi garage} Downloads
Rlzoo ⭐ 561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
total releases 6latest release September 21, 2020most recent commit a year ago
Cherry ⭐ 187
A PyTorch Library for Reinforcement Learning Research
total releases 18latest release May 01, 2020most recent commit 10 months ago
Machina ⭐ 226
Deep Reinforcement Learning framework
total releases 2latest release April 18, 2019most recent commit 4 years ago
Anyrl Py ⭐ 146
A reinforcement learning framework
dependent packages 1total releases 93latest release December 26, 2018most recent commit 5 years agopypi anyrl} Downloads
Differint ⭐ 33
Python package for calculating fractional derivatives.
total releases 6latest release January 31, 2018most recent commit a year ago
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