There are 494 repositories under reinforcement-learning topic.
List of Computer Science courses with video lectures.
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
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
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
《李宏毅深度学习教程》(李宏毅老师推荐👍),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
TensorFlow Tutorials with YouTube Videos
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
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.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
A collection of machine learning examples and tutorials.
Build your neural network easy and fast, 莫烦Python中文教学
StarCraft II Learning Environment
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
A curated list of awesome self-supervised methods
A course in reinforcement learning in the wild
Reading list for research topics in multimodal machine learning
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Repo for the Deep Reinforcement Learning Nanodegree program
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.