Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Rl Open Source Projects

Open source projects categorized as Python Rl
Spinningup ⭐ 7,914
An educational resource to help anyone learn deep reinforcement learning.
most recent commit a month ago
Tianshou ⭐ 5,996
An elegant PyTorch deep reinforcement learning library.
dependent packages 4total releases 29most recent commit 4 days agopypi tianshou} Downloads
Stable Baselines3 ⭐ 5,285
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 34total releases 49most recent commit 4 hours agopypi stable-baselines3} Downloads
Reagent ⭐ 3,367
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
total releases 2most recent commit 6 days ago
Financial Machine Learning ⭐ 3,260
A curated list of practical financial machine learning tools and applications.
most recent commit 17 hours ago
Acme ⭐ 3,057
A library of reinforcement learning components and agents
total releases 5most recent commit a day ago
Deep Reinforcement Learning Hands On ⭐ 2,527
Hands-on Deep Reinforcement Learning, published by Packt
most recent commit 2 months ago
Agents ⭐ 2,450
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 8total releases 36most recent commit 2 days agopypi tf-agents} Downloads
Alphazero_gomoku ⭐ 2,427
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
most recent commit 2 years ago
Minimalrl ⭐ 2,317
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit 3 months ago
Muzero General ⭐ 2,025
MuZero
most recent commit a month ago
Garage ⭐ 1,627
A toolkit for reproducible reinforcement learning research.
dependent packages 2total releases 21most recent commit a month agopypi garage} Downloads
Bsuite ⭐ 1,375
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
total releases 4most recent commit 23 days ago
Noreward Rl ⭐ 1,315
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
most recent commit 5 months ago
Bindsnet ⭐ 1,214
Simulation of spiking neural networks (SNNs) using PyTorch.
most recent commit 5 days ago
Rl Baselines3 Zoo ⭐ 1,147
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
most recent commit 6 hours ago
Rl Baselines Zoo ⭐ 1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
most recent commit 5 months ago
D3rlpy ⭐ 885
An offline deep reinforcement learning library
dependent packages 1total releases 20most recent commit 2 days agopypi d3rlpy} Downloads
Smac ⭐ 827
SMAC: The StarCraft Multi-Agent Challenge
most recent commit 9 hours ago
Seed_rl ⭐ 755
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
most recent commit 4 months ago
Scalable_agent ⭐ 746
A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
most recent commit 4 years ago
Smarts ⭐ 722
Scalable Multi-Agent RL Training School for Autonomous Driving
most recent commit 3 hours ago
Gym Pybullet Drones ⭐ 712
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
most recent commit a day ago
The 10 Most Depended On Python Rl Open Source Projects
Stable Baselines3 ⭐ 5,285
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 34total releases 49latest release June 14, 2022most recent commit 4 hours agopypi stable-baselines3} Downloads
Neptune Client ⭐ 374
:ledger: Experiment tracking tool and model registry
dependent packages 22total releases 142latest release July 01, 2022most recent commit 6 hours agopypi neptune-client} Downloads
Agents ⭐ 2,450
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 8total releases 36latest release June 04, 2022most recent commit 2 days agopypi tf-agents} Downloads
Tianshou ⭐ 5,996
An elegant PyTorch deep reinforcement learning library.
dependent packages 4total releases 29latest release July 04, 2022most recent commit 4 days agopypi tianshou} Downloads
Mushroom Rl ⭐ 664
Python library for Reinforcement Learning.
dependent packages 3total releases 15latest release June 30, 2022most recent commit 2 days agopypi mushroom-rl} Downloads
Spriteworld ⭐ 306
Spriteworld: a flexible, configurable python-based reinforcement learning environment
dependent packages 2total releases 5latest release September 17, 2019most recent commit 3 years agopypi spriteworld} Downloads
Garage ⭐ 1,627
A toolkit for reproducible reinforcement learning research.
dependent packages 2total releases 21latest release March 23, 2021most recent commit a month agopypi garage} Downloads
D3rlpy ⭐ 885
An offline deep reinforcement learning library
dependent packages 1total releases 20latest release June 24, 2022most recent commit 2 days agopypi d3rlpy} Downloads
Stable Baselines3 Contrib ⭐ 235
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 1total releases 39latest release May 30, 2022most recent commit 9 days agopypi sb3-contrib} Downloads
The 10 Latest Releases In Python Rl Open Source Projects
Tianshou ⭐ 5,996
An elegant PyTorch deep reinforcement learning library.
dependent packages 4total releases 29latest release July 04, 2022most recent commit 4 days agopypi tianshou} Downloads
Neptune Client ⭐ 374
:ledger: Experiment tracking tool and model registry
dependent packages 22total releases 142latest release July 01, 2022most recent commit 6 hours agopypi neptune-client} Downloads
Mushroom Rl ⭐ 664
Python library for Reinforcement Learning.
dependent packages 3total releases 15latest release June 30, 2022most recent commit 2 days agopypi mushroom-rl} Downloads
Citylearn ⭐ 318
Official reinforcement learning environment for demand response and load shaping
total releases 11latest release June 30, 2022most recent commit 9 days ago
D3rlpy ⭐ 885
An offline deep reinforcement learning library
dependent packages 1total releases 20latest release June 24, 2022most recent commit 2 days agopypi d3rlpy} Downloads
Stable Baselines3 ⭐ 5,285
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 34total releases 49latest release June 14, 2022most recent commit 4 hours agopypi stable-baselines3} Downloads
Agents ⭐ 2,450
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 8total releases 36latest release June 04, 2022most recent commit 2 days agopypi tf-agents} Downloads
Stable Baselines3 Contrib ⭐ 235
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 1total releases 39latest release May 30, 2022most recent commit 9 days agopypi sb3-contrib} Downloads
Popular Programming Languages Categories
Javascript
Python
Java
Typescript
Php
C Plus Plus
Ruby
C
Shell
C Sharp
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2023 Awesome Open Source.  All rights reserved.