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1,699 search results found

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.

D2l En ⭐ 21,912

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Numpy Ml ⭐ 14,162

Machine learning, in numpy

Tensor2tensor ⭐ 13,701

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Reinforcement Learning An Introduction ⭐ 12,490

Python Implementation of Reinforcement Learning: An Introduction

Tensorflow Tutorials ⭐ 8,644

TensorFlow Tutorials with YouTube Videos

Reinforcement Learning With Tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Machine_learning_examples ⭐ 7,861

A collection of machine learning examples and tutorials.

Trax — Deep Learning with Clear Code and Speed

Palm Rlhf Pytorch ⭐ 7,496

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Tensorlayer ⭐ 7,348

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Stable Baselines3 ⭐ 7,292

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Gymnasium ⭐ 4,828

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Open_spiel ⭐ 4,446

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Tensorwatch ⭐ 3,333

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Douzero ⭐ 3,241

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

Football ⭐ 3,177

Check out the new game server:

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Deep Learning Roadmap ⭐ 3,139

📡 Organized Resources for Deep Learning Researchers and Developers

Reinforcement Learning ⭐ 3,119

Minimal and Clean Reinforcement Learning Examples

TensorFlow Reinforcement Learning

Stable Baselines ⭐ 3,064

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

Ai Optimizer ⭐ 2,733

The next generation deep reinforcement learning tookit

Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

Agents ⭐ 2,658

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

Ml Course ⭐ 2,447

Open Machine Learning course

Alphazero_gomoku ⭐ 2,427

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

Minimalrl ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Rlcard ⭐ 2,260

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

Muzero General ⭐ 2,203

Iccv2019 Learningtopaint ⭐ 2,125

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

Dqn Tensorflow ⭐ 2,114

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

Ppoxfamily ⭐ 1,979

PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践）

Rl4lms ⭐ 1,911

A modular RL library to fine-tune language models to human preferences

Habitat Lab ⭐ 1,910

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

Reco Papers ⭐ 1,753

Classic papers and resources on recommendation

Gym Anytrading ⭐ 1,751

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Rlpyt ⭐ 1,709

Reinforcement Learning in PyTorch

Physo ⭐ 1,669

Physical Symbolic Optimization

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

Rl Baselines3 Zoo ⭐ 1,640

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

A lightweight library for PyTorch training tools and utilities

Snake ⭐ 1,596

Artificial intelligence for the Snake game.

Advanced Deep Learning With Keras ⭐ 1,534

Advanced Deep Learning with Keras, published by Packt

Magent ⭐ 1,502

A Platform for Many-agent Reinforcement Learning

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Noreward Rl ⭐ 1,315

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Rainbow ⭐ 1,272

Rainbow: Combining Improvements in Deep Reinforcement Learning

Ppo Pytorch ⭐ 1,270

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Tradinggym ⭐ 1,190

Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.

Awesome Deep Learning Papers For Search Recommendation Advertising ⭐ 1,167

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

Evolutionary Algorithm ⭐ 1,152

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Softlearning ⭐ 1,108

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

Machine Learning Curriculum ⭐ 1,065

💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Slm Lab ⭐ 1,052

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Safe Rlhf ⭐ 1,040

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

Evotorch ⭐ 941

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

Batch Ppo ⭐ 919

Efficient Batched Reinforcement Learning in TensorFlow

Deep Q Learning ⭐ 894

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

Computational framework for reinforcement learning in traffic control

SMAC: The StarCraft Multi-Agent Challenge

Reinforcement_learning_course_materials ⭐ 857

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

Scalable Multi-Agent RL Training School for Autonomous Driving

Deepdrive ⭐ 845

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

Scalable, event-driven, deep-learning-friendly backtesting library

Mbrl Lib ⭐ 821

Library for Model Based RL

Recsyspapers ⭐ 801

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Rl Book ⭐ 794

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

Pytorch A3c ⭐ 768

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

Lightzero ⭐ 767

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

Rex Gym ⭐ 759

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Inverse Reinforcement Learning ⭐ 753

Implementations of selected inverse reinforcement learning algorithms.

Dreamerv3 ⭐ 749

Mastering Diverse Domains through World Models

Super Mario Bros A3c Pytorch ⭐ 735

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

Pygame Learning Environment ⭐ 727

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

Deeprl Tutorials ⭐ 726

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Pysc2 Examples ⭐ 721

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Pytorch Rl ⭐ 703

Deep Reinforcement Learning with pytorch & visdom

Dreamerv2 ⭐ 700

Mastering Atari with Discrete World Models

Osim Rl ⭐ 695

Reinforcement learning environments with musculoskeletal models

Sample Factory ⭐ 692

High throughput synchronous and asynchronous reinforcement learning

Super Mario Bros Ppo Pytorch ⭐ 692

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Youtube Code Repository ⭐ 687

Repository for most of the code from my YouTube channel

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

Contextualbandits ⭐ 647

Python implementations of contextual bandits algorithms

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Pytorch Rl ⭐ 638

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Reversi Alpha Zero ⭐ 634

Reversi reinforcement learning by AlphaGo Zero methods.

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Ai Toolbox ⭐ 611

A C++ framework for MDPs and POMDPs with Python bindings

Rlseq2seq ⭐ 610

Deep Reinforcement Learning For Sequence to Sequence Models

🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

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