Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Agent Reinforcement Learning Open Source Projects

Open source projects categorized as Python Agent Reinforcement Learning
Categories > Operations > Agent
Categories > Machine Learning > Reinforcement Learning
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3most recent commit 6 months ago
Pysc2 ⭐ 7,768
StarCraft II Learning Environment
dependent packages 6total releases 8most recent commit 10 months agopypi PySC2} Downloads
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
Football ⭐ 3,177
Check out the new game server:
dependent packages 2total releases 27most recent commit 5 months agopypi gfootball} Downloads
Agents ⭐ 2,658
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 5total releases 49most recent commit 4 months agopypi tf-agents} Downloads
Iccv2019 Learningtopaint ⭐ 2,125
ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning
most recent commit 2 years ago
Gym Anytrading ⭐ 1,751
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
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
Magent ⭐ 1,502
A Platform for Many-agent Reinforcement Learning
most recent commit 2 years ago
Tradinggym ⭐ 1,190
Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.
most recent commit 8 months 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 2 years ago
Gym Pybullet Drones ⭐ 931
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
most recent commit 4 months ago
Smac ⭐ 881
SMAC: The StarCraft Multi-Agent Challenge
most recent commit 8 months ago
Smarts ⭐ 853
Scalable Multi-Agent RL Training School for Autonomous Driving
dependent packages 1total releases 46most recent commit 3 months agopypi smarts} Downloads
Deepdrive ⭐ 845
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
most recent commit 9 months ago
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
most recent commit 3 years ago
Maro ⭐ 765
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
dependent packages 1total releases 28most recent commit 5 months agopypi pymaro} Downloads
Super Mario Bros A3c Pytorch ⭐ 735
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
most recent commit 3 years ago
Pygame Learning Environment ⭐ 727
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
dependent packages 1total releases 1most recent commit 4 years agopypi ple} Downloads
Pysc2 Examples ⭐ 721
StarCraft II - pysc2 Deep Reinforcement Learning Examples
most recent commit 3 years ago
Pytorch Rl ⭐ 703
Deep Reinforcement Learning with pytorch & visdom
most recent commit 6 years ago
Dreamerv2 ⭐ 700
Mastering Atari with Discrete World Models
total releases 23most recent commit a year ago
Sample Factory ⭐ 692
High throughput synchronous and asynchronous reinforcement learning
total releases 20most recent commit 3 months ago
The 10 Most Depended On Python Agent Reinforcement Learning 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
Grid2op ⭐ 249
Grid2Op a testbed platform to model sequential decision making in power systems.
dependent packages 8total releases 75latest release December 01, 2023most recent commit 3 months agopypi Grid2Op} Downloads
Pysc2 ⭐ 7,768
StarCraft II Learning Environment
dependent packages 6total releases 8latest release July 13, 2022most recent commit 10 months agopypi PySC2} Downloads
Agents ⭐ 2,658
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 5total releases 49latest release October 03, 2023most recent commit 4 months agopypi tf-agents} Downloads
Neo ⭐ 6
Python interface for the Neodroid platform 💻
dependent packages 4total releases 101latest release June 06, 2020most recent commit 2 years agopypi Neodroid} Downloads
Football ⭐ 3,177
Check out the new game server:
dependent packages 2total releases 27latest release January 25, 2022most recent commit 5 months agopypi gfootball} Downloads
Tbase ⭐ 11
Baselines of reinforcement learning trading agents for China stock market
dependent packages 1total releases 8latest release July 14, 2021most recent commit 3 years agopypi tbase} Downloads
Smarts ⭐ 853
Scalable Multi-Agent RL Training School for Autonomous Driving
dependent packages 1total releases 46latest release September 28, 2023most recent commit 3 months agopypi smarts} Downloads
The 10 Latest Releases In Python Agent Reinforcement Learning Open Source Projects
Grid2op ⭐ 249
Grid2Op a testbed platform to model sequential decision making in power systems.
dependent packages 8total releases 75latest release December 01, 2023most recent commit 3 months agopypi Grid2Op} Downloads
Poke Env ⭐ 245
A python interface for training Reinforcement Learning bots to battle on pokemon showdown
total releases 50latest release November 20, 2023most recent commit 3 months ago
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
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
Agents ⭐ 2,658
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 5total releases 49latest release October 03, 2023most recent commit 4 months agopypi tf-agents} Downloads
Smarts ⭐ 853
Scalable Multi-Agent RL Training School for Autonomous Driving
dependent packages 1total releases 46latest release September 28, 2023most recent commit 3 months agopypi smarts} Downloads
Pysc2 ⭐ 7,768
StarCraft II Learning Environment
dependent packages 6total releases 8latest release July 13, 2022most recent commit 10 months agopypi PySC2} Downloads
Popular Operations Categories
Deployment
Logger
Metrics
Monitoring
Monitor
Prometheus
Grafana
Error Reporting
Tracing
Systemd
Categories
Privacy | About | Terms | Follow Us On Twitter

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

Copyright 2018-2024 Awesome Open Source.  All rights reserved.