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Rl Gallery ⭐ 34

A gallery for reinforcement learning, including frameworks, tutorials, papers, implementations, applications, etc.

Proto-RL: Reinforcement Learning with Prototypical Representations

Freeciv Python ⭐ 33

This is the learning environment for Freeciv 3.1 with python bindings for advancements in RL. This is the first project of it's kind in the world and will also be the most challenging environment out there.

Awesome Machine Learning Robotics ⭐ 32

A curated list of resources about Machine Learning for Robotics

Deep Rl Bootcamp Labs ⭐ 32

Solutions to the Deep RL Bootcamp labs

Dlrl Playground ⭐ 32

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

Distributed_reinforcement_learning ⭐ 31

implementation of distributed reinforcement learning with distributed tensorflow

Easily implement parallel training and distributed training. Machine learning library.

Portfolio Management List ⭐ 31

📓 List of portfolio management resources, using Reinforcement Learning.

Package for rapid prototyping of reinforcement learning environments 🚀

Modelrepo ⭐ 29

reproduce some RL or Multi-Agent models

Catalyst Rl Framework ⭐ 29

Catalyst.RL: A Distributed Framework for Reproducible RL Research

Connect4 ⭐ 29

Solving board games like Connect4 using Deep Reinforcement Learning

Machine- and Reinforcement Learning ExtensioN for (game) Engines

Accel_rl ⭐ 27

Accelerated Methods for Deep Reinforcement Learning

Neurocuts ⭐ 26

NeuroCuts is a deep RL algorithm for generating optimized packet classification trees.

Rl Quadcopter ⭐ 25

Udacity Deep Learning Nano Degree Project : Deep Reinforcement Learning Based Quadcopter controller

Aws Robomaker Sample Application Objecttracker ⭐ 25

Use AWS RoboMaker and demonstrate a simulation that can train a reinforcement learning model to make a TurtleBot WafflePi to follow a TurtleBot burger, and then Deploy via RoboMaker to the robot.

Ai Ds Ml Rl Dl Youtube_resources ⭐ 24

some really important Youtube Channels in the field of AI/ML/RL/DS and Mathematics behind them are shared here for everyone who is interested.

Hierarchical Deep RL Network

Deep Rl Book ⭐ 22

🤖 A book on deep reinforcement learning

Advancedpacmandqns ⭐ 22

Extensions of Deep Q Learning

Paccmann_rl ⭐ 20

Code pipeline for the PaccMann^RL in iScience: https://www.cell.com/iscience/fulltext/S2589-0042(

Poker with Deep Reinforcement Learning, multi processing, genetic algorithms

Reinforcement Learning Experiments using PyBullet

Mlcandidatepath ⭐ 20

Imbalanced Classification with Deep Reinforcement Learning

Reinforcement_learning ⭐ 19

Research repo of RL

Hierarchical Meta Reinforcement Learning ⭐ 19

This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.

Shallow_updates_for_deep_rl ⭐ 19

Official implementation for the paper: "Shallow Updates for Deep Reinforcement Learning"

Rl Montezuma ⭐ 17

The state-of-art deep rl algorithms for Montezuma's revenge

Rl Toolkit ⭐ 17

RL-Toolkit: A Research Framework for Robotics

Eagerly Experimentable!!!

Tutorials And Papers ⭐ 17

Collection of tutorials, exercises and papers on RL

Impala Scalable Distributed Deep Rl With Importance Weighted Actor Learner Architectures ⭐ 17

End2end Job Shop Scheduling Cp ⭐ 16

An end to end reinforcement learning approach with a reinforcement learning environment modeled as a CP model

Deep Rl Zoo ⭐ 16

Model Zoo for Deep Reinforcement Learning

Carracingrl_ddqn ⭐ 16

Reinforcement Learning for Gym CarRacing-v0 game (Double Deep Q Network)

Yet Another Agents Framework - An RL research-oriented framework for agent prototyping and evaluation

Pysc2 Rl Mini ⭐ 16

StarCraft II Reinforcement Learning with Pytorch - Mini Games

Minecraft Deep Learning ⭐ 15

Deep reinforcement learning in Minecraft using gym-minecraft and keras-rl.

Sources Of Reinforcement Learning ⭐ 15

All the source codes and lectures of reinforcement learning.

Deeplearning_notes ⭐ 15

notebooks for intensive lecture

Drlwithtl_real ⭐ 15

Python code for Deep Reinforcement Learning with Transfer Learning in aReal Environment using DJI Tello

Quick Data Science Experiments 2017 ⭐ 14

Quick-Data-Science-Experiments

2048 Rl Drqn ⭐ 14

An attempt at applying Deep RL on the board game 2048

Pytorch Rl ⭐ 14

Pytorch Implementation of RL algorithms

Metagrok ⭐ 14

A self-play RL system that learns to battle Pokémon on Showdown.

Reinforcement learning for deep brain stimulation (DBS) modeling

Deep Rl For Portfolio Optimization ⭐ 12

Deep Reinforcement Learning for Portfolio Optimization

Gradientailab ⭐ 12

Experiments with Deep Reinforcement Learning

Ml Papers Tldr ⭐ 12

A summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.

Deep Rl Torcs ⭐ 12

Autonomous Navigation using Deep Reinforcement Learning

Rl_overview_note ⭐ 12

Note: "Deep Reinforcement Learning: An Overview"

Paccmann_chemistry ⭐ 11

Generative models of chemical data for PaccMann^RL

Distrl Tensorflow2 ⭐ 11

🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.

Kuka_robotics_arms ⭐ 10

Application of Deep Reinforcement Learning on Robotics Arm control task

Deep Rl Dqn Tensorflow ⭐ 10

TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)

Deeprl_segmentation ⭐ 10

Project for Berkeley Deep RL course: using deep reinforcement learning for segmentation of medical images

Policy_based_rl ⭐ 10

The implement of the policy gradient RL algorithm with pytorch

Rl Botics ⭐ 10

Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

Rl_webots ⭐ 10

Webots project to show how to use Deep Reinforcement Learning with Webots in C++.

Alphaxos ⭐ 10

Deep Reinforcement Learning with Self-Play

Deep Reinforcement Learning Arm Manipulation Project Using Dqn Agent ⭐ 10

Robotics-Deep Reinforcement Learning Project: Deep RL Arm Manipulation by using DQN (Deep Q-Learning Network) agent simulated on ROS-Gazebo with C++ API.

Ml Finance ⭐ 10

💰 A collection of finance related machine learning examples

An RL-trained Backgammon agent

Note On Deep Reinforcement Learning ⭐ 10

课程笔记，David Silver，CS294 ...

Drldbackend ⭐ 9

Deep Reinforcement Learning methods for an autonomous drone

Awesome Reinforcement Learning ⭐ 9

A curated list of deep RL resources

Reinforcement Learning Notebooks ⭐ 9

Single notebook implementation of Deep RL algorithms

Hydrone_deep_rl_icra ⭐ 9

Reward Estimator Iclr ⭐ 9

Reward Estimation for Variance Reduction in Deep Reinforcement Learning

Resources ⭐ 9

YDS repository of online courses, tutorials, blogposts, etc

Deepreinforcementlearningpapers ⭐ 9

Deeprl Robotic ⭐ 9

Deep Reinforcement Learning applied to robotic arm

Reinforcement Learning ⭐ 9

Deep Rl Mountain Car ⭐ 9

DQN based RL agent for Mountain Car

Awesome Nlp Machine Learning ⭐ 9

A list of paper & code on machine learning techniques for NLP research, including RL/Self-supervised Learning/VAE/GAN/Meta learning

Interoperating between (Deep) Reiforcement Learning libraries

Ml Dl Rl_codes ⭐ 8

This repository contains codes starting from the basic machine learning to advanced topics in Ipython Notebooks.

Deepreinforcementlearningnanodegree ⭐ 8

Exercices and assignments from the Udacity deep reinforcement learning nanodegree

Multi_robot_trainer ⭐ 8

Deep RL ROS2 package for synchronous or asynchronous training a single or multiple robots.

Deep Reinforcement Learning With Pytorch ⭐ 8

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.

Long Capital ⭐ 8

Quant Trading with Microsoft Qlib (https://github.com/microsoft/qlib)

Example of an agents for neodroid environments 💡

Autonomous Vehicles Mlagents Unity ⭐ 8

Training a car to drive within the lanes in a Unity driving environment

Cherry Pytorch ⭐ 8

Reinforcement Learning Tutorials & other bedtime stories in PyTorch

Alta2017 Rl ⭐ 8

Code related to the ALTA 2017 paper "Towards the Use of Deep Reinforcement Learning with Global Policy For Query-based Extractive Summarisation"

Members' work in NCLab.

A project for the DRL framework. AINE means "Agent IN Environment".

Procgen Tools ⭐ 8

Tools for running experiments on RL agents in procgen environments

Rl Multi Agent Car Parking ⭐ 8

Multi-Agent Car Parking using Reinforcement Learning.

Robot Learning Study Roadmap ⭐ 7

Trader Rl ⭐ 7

Deep Reinforcement Learning Trading

Learn to use reinforcement learning to maximize the profit gained from a trade.

Review Playing Atari With Deep Reinforcement Learning Deep Mind Technologies ⭐ 7

[Review] Playing Atari with Deep Reinforcement Learning-Deep Mind Technologies

Reinforcement Learning ⭐ 7

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Cs229 Problemset Python ⭐ 7

Deep_contextual_bandits_reinforcement_learning ⭐ 7

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