There are 320 repositories under reinforcement-learning topic.
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Python Implementation of Reinforcement Learning: An Introduction
Machine learning, in numpy
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
TensorFlow Tutorials with YouTube Videos
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
StarCraft II Learning Environment
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
Trax — Deep Learning with Clear Code and Speed
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Build your neural network easy and fast, 莫烦Python中文教学
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
A collection of machine learning examples and tutorials.
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Deep Reinforcement Learning for Keras.
A course in reinforcement learning in the wild
A curated list of awesome self-supervised methods
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Repo for the Deep Reinforcement Learning Nanodegree program
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
repository to research & share the machine learning articles
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
Reading list for research topics in multimodal machine learning
Debugging, monitoring and visualization for Python Machine Learning and Data Science
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.