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160 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.

Dopamine ⭐ 10,248

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Practical_rl ⭐ 5,572

A course in reinforcement learning in the wild

Rl Adventure ⭐ 2,450

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

Rl Stock ⭐ 2,419

📈 如何用深度强化学习自动炒股

Basic_reinforcement_learning ⭐ 978

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

Rl_games ⭐ 603

RL implementations

Rliable ⭐ 588

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

Rl Tutorial Jnrr19 ⭐ 442

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

DrQ: Data regularized Q

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

Reinforcement_learning_tutorial_with_demo ⭐ 357

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

Meta Rl ⭐ 332

Implementation of Meta-RL A3C algorithm

RAD: Reinforcement Learning with Augmented Data

Multihopkg ⭐ 252

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

Deep_rl_with_pytorch ⭐ 174

A pytorch tutorial for DRL(Deep Reinforcement Learning)

Tensorflow 2 Reinforcement Learning Cookbook ⭐ 128

Tensorflow 2 Reinforcement Learning Cookbook, published by Packt

Rl Colab Notebooks ⭐ 121

Colab notebooks part of the documentation of Stable Baselines reinforcement learning library

Deep Reinforcement Learning With Python ⭐ 107

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

Visualize_atari ⭐ 99

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

Prob_mbrl ⭐ 96

A library of probabilistic model based RL algorithms in pytorch

Rl Quadcopter 2 ⭐ 95

Teach a Quadcopter How to Fly!

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

Mastering Reinforcement Learning With Python ⭐ 94

Mastering Reinforcement Learning with Python, published by Packt

60_days_rl_challenge ⭐ 92

60_Days_RL_Challenge中文版

Chrome Dino Reinforcement Learning ⭐ 85

An RL implementation in Keras

Robust Multitask Rl ⭐ 84

Machine Learning Course Project Skoltech 2018

Rl Course Experiments ⭐ 73

Augmented environments with RL

Hands On Ml ⭐ 69

Hands-On Machine Learning

Anomaly Reactionrl ⭐ 69

Using RL for anomaly detection in NSL-KDD

An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

Rlassistant ⭐ 66

RLA is a tool for managing your RL experiments automatically

Pytorch Rl ⭐ 64

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

Web-based Reinforcement Learning Control Center

Autonomous Drifting ⭐ 56

Autonomous Drifting using Reinforcement Learning

Reading Group on Reinforcement Learning topics

Alphatrade ⭐ 55

JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading

Spinning Up A Pong Ai With Deep Rl ⭐ 53

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

Rlss 2019 ⭐ 51

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

Sklearn Deeprl ⭐ 51

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

Crash_course_on_rl ⭐ 47

This is a self-contained repository to explain two basic Reinforcement (RL) algorithms.

Revisiting_rainbow ⭐ 45

Revisiting Rainbow

Reinforcement_learning ⭐ 44

Material for MLT Reinforcement Learning workshops and study sessions

Reinforcement learning course at Data Science Retreat

Visualrelationships ⭐ 43

Data of ACL 2019 Paper "Expressing Visual Relationships via Language".

Deep_ope ⭐ 42

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.

Reinforcement Learning ⭐ 39

Personal experiments on Reinforcement Learning

Reinforcement Learning Kdd ⭐ 38

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/

Dynamics Aware Embeddings ⭐ 34

Official implementation of DynE, Dynamics-aware Embeddings for RL

Docker Rl Gym ⭐ 34

A Docker environment for RL & OpenAI Gym

Dlrl Playground ⭐ 32

The code repo contains multiple code reproduction processes of various SOTA deep learning algorithms

Rl_labs_notebooks ⭐ 30

Labs for understanding and coding Standard Reinforcement Learning concepts

Cascading Decision Tree ⭐ 27

Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning

Fast Reinforcement Learning ⭐ 26

Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme

Tensorpoker ⭐ 25

Deep RL based poker bot

Dltemplate ⭐ 24

Boilerplate for Deep Learning Projects

Practical_rl ⭐ 24

My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow

A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms

Challenge Aido_rl Il ⭐ 23

Reinforcement Learning + Imitation Learning based approach to AI Driving Olympics

Reinforcement Learning Experiments using PyBullet

Tradingzoo Dynamic Fee Simulation ⭐ 20

Simulate binance fee mechanism by RL agents

Paiss_deeprl ⭐ 20

Rlss2017 ⭐ 19

Reinforcement Learning Workshop ⭐ 17

Necessary files and notebooks to host a RL workshop on AWS

Learning Reinforcement Learning ⭐ 16

Rl_representations ⭐ 16

Learning representations for RL in Healthcare under a POMDP assumption

Deeplearning_notes ⭐ 15

notebooks for intensive lecture

Gym_longicontrol ⭐ 15

A new Reinforcement Learning Environment

Mbrl Hvac ⭐ 15

Model-based Reinforcement Learning for Building HVAC Control

Cartpole ⭐ 15

Run OpenAI Gym on a Server

Rl And Irl ⭐ 14

C implementation of RL and IRL algorithms

Exploration In Rl ⭐ 14

Elastica Rl Control ⭐ 14

Code for the cases presented in the paper "Elastica: A compliant mechanics environment for soft robotic control"

Quick Data Science Experiments 2017 ⭐ 14

Quick-Data-Science-Experiments

Hacking Rl ⭐ 14

Contents of the talk Hacking RL presented at EuroPython 2018

Reinforcement learning for deep brain stimulation (DBS) modeling

Sample Efficient Bayesian Rl ⭐ 13

Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL

Aprendizajeporrefuerzos ⭐ 13

Gradientailab ⭐ 12

Experiments with Deep Reinforcement Learning

Rudder A Practical Tutorial ⭐ 12

A practical step-by-step guide to applying RUDDER

Deep Rl For Portfolio Optimization ⭐ 12

Deep Reinforcement Learning for Portfolio Optimization

Rl Sketchpad ⭐ 12

Collection of Deep Reinforcement Learning Jupyter Notebooks. Each notebook is self-contained and presents single algorithm. These include DP, MC, TD, SARSA, Q-Learning and DQNs.

Cartpole Solved ⭐ 11

Deep Q-networks made easy

Rl Robotarm ⭐ 11

Using Reinforcement Learning, control robot movement

Udacity Robotics Software Engineer Nanodegree Projects

Flock_env ⭐ 11

Boid flock multi-agent RL training environment

Intro To Rl ⭐ 11

coding examples to Intro to RL

Sky130_ldo_rl ⭐ 11

This repo contains the code that runs RL+GNN to optimize LDOs in SKY130 process.

Rl Practice Keras ⭐ 11

Rl_at_ammi ⭐ 10

Reinforcement Learning Tutorials for the African Masters of Machine Intelligence

Tinyverse ⭐ 10

Universe RL trainer platform. Simple. Supple. Scalable.

Note On Deep Reinforcement Learning ⭐ 10

课程笔记，David Silver，CS294 ...

Hands On Reinforcement Learning With Tensorflow ⭐ 10

Hands-on Reinforcement Learning with TensorFlow by Packt Publishing

Kuka_robotics_arms ⭐ 10

Application of Deep Reinforcement Learning on Robotics Arm control task

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