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110 search results found

Reinforcement Learning ⭐ 19,193

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Spinningup ⭐ 9,367

An educational resource to help anyone learn deep reinforcement learning.

Awesome Rl ⭐ 8,195

Reinforcement learning resources curated

Practical_rl ⭐ 5,572

A course in reinforcement learning in the wild

Financial Machine Learning ⭐ 5,277

A curated list of practical financial machine learning tools and applications.

Deep Reinforcement Learning Hands On ⭐ 2,527

Hands-on Deep Reinforcement Learning, published by Packt

Rl Adventure ⭐ 2,450

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

Minimalrl ⭐ 2,417

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

Coach ⭐ 2,304

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Muzero General ⭐ 2,203

Papers Literature Ml Dl Rl Ai ⭐ 1,798

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Noreward Rl ⭐ 1,315

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

Awesome Deep Rl ⭐ 1,225

For deep RL and the future of AI.

D3rlpy ⭐ 1,149

An offline deep reinforcement learning library

Basic_reinforcement_learning ⭐ 978

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Polyrnn Pp Pytorch ⭐ 634

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

Rl_games ⭐ 603

RL implementations

A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀

Awesome Monte Carlo Tree Search Papers ⭐ 537

A curated list of Monte Carlo tree search papers with implementations.

Awesome Deep Rl ⭐ 477

A curated list of awesome Deep Reinforcement Learning resources.

Tensorflow Reinforce ⭐ 477

Implementations of Reinforcement Learning Models in Tensorflow

Real Time Ml Project ⭐ 437

A curated list of applied machine learning and data science notebooks and libraries across different industries.

Irl Imitation ⭐ 412

Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

TensorFlow2 Reinforcement Learning

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Maml_rl ⭐ 379

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

DrQ: Data regularized Q

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Snake Ga ⭐ 360

AI Agent that learns how to play Snake with Deep Q-Learning

Pytorch Rl ⭐ 356

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Deep Learning Nlp Rl Papers ⭐ 286

Recent Deep Learning papers in NLU and RL

Reinforcement Learning Stanford ⭐ 283

🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉

RAD: Reinforcement Learning with Augmented Data

A Python interface for reinforcement learning environments

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

Reinforcement_learning ⭐ 250

Reinforcement learning tutorials

Awesome Rl Nlp ⭐ 242

Curated Reinforcement Learning Resources for Natural Language Processing

Ai Resources ⭐ 217

Selection of resources to learn Artificial Intelligence / Machine Learning / Deep Learning

Input Convex Neural Networks

Awesome Real World Rl ⭐ 199

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

Dqn Chainer ⭐ 198

Trading Rl ⭐ 195

Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019

Learning To Communicate Pytorch ⭐ 187

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

Awesome Computer Vision ⭐ 186

Awesome Resources for Advanced Computer Vision Topics

Awesome Deep Reinforcement Learning ⭐ 181

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

Kb Infobot ⭐ 174

A dialogue bot for information access

Spinning Up Basic ⭐ 164

Basic versions of agents from Spinning Up in Deep RL written in PyTorch

Study Reinforcement Learning ⭐ 144

Studying Reinforcement Learning Guide

Firedup ⭐ 129

Clone of OpenAI's Spinning Up in PyTorch

Tensorflow 2 Reinforcement Learning Cookbook ⭐ 128

Tensorflow 2 Reinforcement Learning Cookbook, published by Packt

Python Reinforcement Learning Projects ⭐ 122

Python Reinforcement Learning Projects, published by Packt

Aws Robomaker Sample Application Deepracer ⭐ 114

Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

Spiral Tensorflow ⭐ 113

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

Deep Reinforcement Learning With Python ⭐ 107

Deep Reinforcement Learning with Python, Second Edition, published by Packt

Deep_reinforcement_learning ⭐ 102

Resources, papers, tutorials

Visualize_atari ⭐ 99

Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

Ros2learn ⭐ 98

ROS 2 enabled Machine Learning algorithms

Deep Reinforcement Learning For Trading

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

60_days_rl_challenge ⭐ 92

60_Days_RL_Challenge中文版

Ai Paper Drawer ⭐ 88

人工智能论文关键点集结。This project aims to collect key points of AI papers.

deep reinforcement learning for personal research

Exploration By Disagreement ⭐ 86

[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement

Robust Multitask Rl ⭐ 84

Machine Learning Course Project Skoltech 2018

Deep Autonomous Driving Papers ⭐ 78

🚘 A curated list of papers of deep learning in autonomous driving papers

Rl Flappybird ⭐ 77

Using reinforcement learning to train FlappyBird.

Rl Course Experiments ⭐ 73

Scalable implementation of DREAM - Deep RL for multi-agent imperfect information games

Hands On Ml ⭐ 69

Hands-On Machine Learning

Rl Based Graph2seq For Nqg ⭐ 64

Code & data accompanying the ICLR 2020 paper "Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation"

Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning

Awesome Text Summarization ⭐ 59

Text summarization starting from scratch.

Gradient Samples ⭐ 57

Samples for TensorFlow binding for .NET by Lost Tech

Smart Traffic Signals In India Using Deep Reinforcement Learning And Advanced Computer Vision ⭐ 55

We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.

Saida_rl ⭐ 53

Learning2run ⭐ 53

Our NIPS 2017: Learning to Run source code

Pytorch Pcgrad ⭐ 53

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

Pytorch Rl ⭐ 53

Spinning Up A Pong Ai With Deep Rl ⭐ 53

Code for "Spinning Up a Pong AI With Deep RL" on FloydHub.

Awesome Deep Rl ⭐ 52

A curated list of awesome Deep Reinforcement Learning resources

JAX implementations of core Deep RL algorithms

Rlss 2019 ⭐ 51

Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).

Pensieve Ppo ⭐ 51

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, and SAC

Sklearn Deeprl ⭐ 51

Deep reinforcement learning. In scikit-learn. In less than 50 effective lines.

Fruit Api ⭐ 50

A Universal Deep Reinforcement Learning Framework

Rl Experiments ⭐ 47

High-quality implementations of deep reinforcement learning algorithms for experiments

Revisiting_rainbow ⭐ 45

Revisiting Rainbow

Pytorch Learn Reinforcement Learning ⭐ 42

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

Drl Agents ⭐ 41

research and implementations of Deep RL agents and their applications

Reinforcement Learning ⭐ 39

Personal experiments on Reinforcement Learning

Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)

Reinforcement Learning Kdd ⭐ 38

Rl Dialog ⭐ 37

2048 Reinforcement Learning

Practical Drl ⭐ 36

This is a practical resource that makes it easier to learn about and apply Practical Deep Reinforcement Learning (DRL) https://ibrahimsobh.github.io/Practical-DRL/

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