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The Top 23 Python Artificial Intelligence Reinforcement Learning Open Source Projects

Open source projects categorized as Python Artificial Intelligence Reinforcement Learning
Categories > Artificial Intelligence > Artificial Intelligence
Categories > Machine Learning > Reinforcement Learning
Reinforcement Learning An Introduction ⭐ 12,490
Python Implementation of Reinforcement Learning: An Introduction
most recent commit 9 months ago
Palm Rlhf Pytorch ⭐ 7,496
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
total releases 69most recent commit 3 months ago
Tensorlayer ⭐ 7,288
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dependent packages 6total releases 84most recent commit a year agopypi tensorlayer} Downloads
Tensorwatch ⭐ 3,333
Debugging, monitoring and visualization for Python Machine Learning and Data Science
dependent packages 1total releases 14most recent commit 8 months agopypi tensorwatch} Downloads
Data Science Best Resources ⭐ 2,718
Carefully curated resource links for data science in one place
most recent commit 3 months ago
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40most recent commit 9 months agopypi rlcard} Downloads
Elf ⭐ 2,090
An End-To-End, Lightweight and Flexible Platform for Game Research
most recent commit 3 years ago
Habitat Lab ⭐ 1,670
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
most recent commit a month ago
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42most recent commit 3 months agopypi torchrl} Downloads
Snake ⭐ 1,596
Artificial intelligence for the Snake game.
most recent commit a month ago
Deep Neuroevolution ⭐ 1,502
Deep Neuroevolution
most recent commit 3 years ago
Evotorch ⭐ 941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
dependent packages 1total releases 9most recent commit 3 months agopypi evotorch} Downloads
Batch Ppo ⭐ 919
Efficient Batched Reinforcement Learning in TensorFlow
total releases 1most recent commit 5 years ago
Rex Gym ⭐ 759
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
total releases 17most recent commit 3 years ago
Dreamerv3 ⭐ 749
Mastering Diverse Domains through World Models
total releases 16most recent commit 6 months ago
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
Dreamerv2 ⭐ 700
Mastering Atari with Discrete World Models
total releases 23most recent commit a year ago
Super Mario Bros Ppo Pytorch ⭐ 692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
most recent commit 3 years ago
Iris ⭐ 681
Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
most recent commit 7 months ago
Ai_all_resources ⭐ 647
A curated list of Best Artificial Intelligence Resources
most recent commit 6 months ago
Pomdps.jl ⭐ 616
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
most recent commit 4 months ago
The 10 Most Depended On Python Artificial Intelligence Reinforcement Learning Open Source Projects
Tensorlayer ⭐ 7,288
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dependent packages 6total releases 84latest release February 15, 2022most recent commit a year agopypi tensorlayer} Downloads
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42latest release October 25, 2023most recent commit 3 months agopypi torchrl} Downloads
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40latest release April 19, 2023most recent commit 9 months agopypi rlcard} Downloads
Panda Gym ⭐ 385
Set of robotic environments based on PyBullet physics engine and gymnasium.
dependent packages 1total releases 22latest release July 05, 2022most recent commit 4 months agopypi panda-gym} Downloads
Tensorwatch ⭐ 3,333
Debugging, monitoring and visualization for Python Machine Learning and Data Science
dependent packages 1total releases 14latest release March 04, 2020most recent commit 8 months agopypi tensorwatch} Downloads
Pygame Learning Environment ⭐ 727
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
dependent packages 1total releases 1latest release August 23, 2016most recent commit 4 years agopypi ple} Downloads
Evotorch ⭐ 941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
dependent packages 1total releases 9latest release November 02, 2023most recent commit 3 months agopypi evotorch} Downloads
Pgx ⭐ 260
🎲 Vectorized RL game environments in JAX [NeurIPS23]
dependent packages 1total releases 69latest release November 08, 2023most recent commit 4 months agopypi pgx} Downloads
Pypokerengine ⭐ 320
Poker engine for poker AI development in Python
dependent packages 1total releases 16latest release April 02, 2017most recent commit 5 years agopypi PyPokerEngine} Downloads
The 10 Latest Releases In Python Artificial Intelligence Reinforcement Learning Open Source Projects
Arena ⭐ 239
DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation
dependent packages 1total releases 31latest release November 29, 2023most recent commit 4 months agopypi diambra-arena} 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
Pgx ⭐ 260
🎲 Vectorized RL game environments in JAX [NeurIPS23]
dependent packages 1total releases 69latest release November 08, 2023most recent commit 4 months agopypi pgx} Downloads
Evotorch ⭐ 941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
dependent packages 1total releases 9latest release November 02, 2023most recent commit 3 months agopypi evotorch} Downloads
Crafter ⭐ 330
Benchmarking the Spectrum of Agent Capabilities
total releases 51latest release October 31, 2023most recent commit 3 months ago
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42latest release October 25, 2023most recent commit 3 months agopypi torchrl} Downloads
Betty ⭐ 316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
total releases 9latest release October 12, 2023most recent commit 3 months ago
Py Draughts ⭐ 8
A checkers library with modern web GUI, Supprots multiple variants of game.
total releases 28latest release October 02, 2023most recent commit 5 months ago
Octobot Script ⭐ 12
Quant framework by OctoBot
total releases 11latest release September 23, 2023most recent commit 3 months ago
Scikit Decide ⭐ 112
AI framework for Reinforcement Learning, Automated Planning and Scheduling
total releases 17latest release September 15, 2023most recent commit 3 months ago
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