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Rl_labs_notebooks ⭐ 30

Labs for understanding and coding Standard Reinforcement Learning concepts

Connect4 ⭐ 29

Solving board games like Connect4 using Deep Reinforcement Learning

Rl Deepqlearning Trading ⭐ 29

An RL model that uses double deep Q learning to generate an optimal policy of stock market trades

Catalyst Rl Framework ⭐ 29

Catalyst.RL: A Distributed Framework for Reproducible RL Research

Codebase for Efficient yet simple Reinforcement Learning Research Framework

Modelrepo ⭐ 29

reproduce some RL or Multi-Agent models

SquirRL: Automating Attack Discovery on Blockchain Incentive Mechanisms with Deep Reinforcement Learning

Package for rapid prototyping of reinforcement learning environments 🚀

Rl Template ⭐ 28

Template for fast, efficient, and simple Reinforcement Learning

Machine- and Reinforcement Learning ExtensioN for (game) Engines

Deecamp2018 Slides ⭐ 28

Pytorch Pommerman Rl ⭐ 28

PyTorch RL for Pommerman

Bindsnet ⭐ 28

Simulation of spiking neural networks (SNNs) using PyTorch.

Ddpg Pytorch ⭐ 28

PyTorch implementation of DDPG for continuous control tasks.

Rl Implementation Impala ⭐ 28

A Test-Implementation of the IMPALA algorithm (by deepmind 2018)

Deep Rl Agents ⭐ 28

Deepdrive Zero ⭐ 28

Top down 2D self-driving car simulator built for running experiments in minutes, not weeks

Accel_rl ⭐ 27

Accelerated Methods for Deep Reinforcement Learning

Scala Rl ⭐ 27

Functional Reinforcement Learning in Scala.

Cascading Decision Tree ⭐ 27

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

F1tenth Rl ⭐ 27

Dqn with lidar data on f1tenth real car or f1tenth simulator

Framework to build and train RL algorithms

Safe Mbrl ⭐ 26

Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method

Visdial Diversity ⭐ 26

Pytorch implementation of https://arxiv.org/pdf/1909.10470.pdf

Neurocuts ⭐ 26

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

Fast Reinforcement Learning ⭐ 26

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

Discrete_mean_field_game ⭐ 26

Experiments on a discrete mean field game model of population dynamics with reinforcement learning

Textworld Coin Collector ⭐ 26

Coin collector game in Microsoft TextWorld, and a simple RL agent solving it.

Gata Public ⭐ 25

Project1 Boptest Gym ⭐ 25

Modelicagym ⭐ 25

Modelica models integration with Open AI Gym

Rl Surgical Gesture Segmentation ⭐ 25

Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification (MICCAI 2018)

Summer Sessions 2019 ⭐ 25

Rl Intro ⭐ 25

Practical Reinforcement Learning ⭐ 25

Practical Reinforcement Learning, published by Packt

Rl Algorithms ⭐ 25

Reinforcement learning algorithms

Tensorpoker ⭐ 25

Deep RL based poker bot

Logarithmic Reinforcement Learning

Rl_swiss ⭐ 25

Rl Quadcopter ⭐ 25

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

Multi-Objective Reinforcement Learning components built on top of RL glue components

Advantage weighted Actor Critic for Offline RL

Torchingup ⭐ 25

TorchingUp provides minimal implementations of common Reinforcement Learning algorithms written in PyTorch. It is meant to complement OpenAI’s SpinningUp repository, which contains similar algorithms implemented in Tensorflow.

Genealogical Trees ⭐ 25

Semantic Web Exercise: Reasoning and Visualization of the Genealogical Ontologies

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.

Practical_rl ⭐ 24

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

Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcement Learning" for additional details.

Dltemplate ⭐ 24

Boilerplate for Deep Learning Projects

Hybrid Cp Rl Solver ⭐ 24

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization

Renesas RL78 Microcontroller, C++ framework, Library, Sample

A graphical inteface for reinforcement learning and gym-based environments. Integrates tensorboard and various configuration utilities for ease of usage.

A Q-learning web visualizer for Snake written in React.js

Distributional_rl ⭐ 23

Repository for studying distributional rl

Hierarchical Deep RL Network

A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms

Berkeley Deep Rl Pytorch Starter ⭐ 23

Pytorch starter code for UC Berkeley's cs285 assignments

Challenge Aido_rl Il ⭐ 23

Reinforcement Learning + Imitation Learning based approach to AI Driving Olympics

Larn - based on 12.4 maintained and developed for modern systems

Human Connectome Project Openaccess ⭐ 22

WU-Minn HCP1200 Data: 3T/7T MR scans from young healthy adults twins and non-twin siblings (ages 22-35) [T1w, T2w, resting-state and task fMRI, high angular resolution dMRI]

Deep Rl Book ⭐ 22

🤖 A book on deep reinforcement learning

Walk_the_blocks ⭐ 22

Implementation of Scheduled Policy Optimization for task-oriented language grouding

Ghidra Rl78 ⭐ 22

Renesas RL78 processor module for Ghidra

GitHub clone of RL Tiles (graphical tileset for Roguelike games) + JSON metadata + selector

A set of RL experiments. Currently including: (1) the MDP rank experiment, based on policy gradient algorithm

Ultimate Ttt Rl ⭐ 22

Reinforcement Learning based Ultimate Tic Tac Toe player

Swrlapi Drools Engine ⭐ 22

Drools implementation of a SWRLAPI-based OWL 2 RL reasoner and SWRL rule engine

Advancedpacmandqns ⭐ 22

Extensions of Deep Q Learning

Tic Tac Toe Bot ⭐ 21

Reinforcement learning and Minimax based AI bots for Tic-Tac-Toe

Accelerated minigrid environments with JAX

Raspberrypi Robot ⭐ 21

Autonomous Raspberry Robot using Machine Learning

Dqn Multi Agent Rl ⭐ 21

Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)

Human Rl ⭐ 21

Code for human intervention reinforcement learning

Rl Learn ⭐ 21

Using Natural Language for Reward Shaping in Reinforcement Learning

Poker with Deep Reinforcement Learning, multi processing, genetic algorithms

Reinforcement Learning Experiments using PyBullet

Tradingzoo Dynamic Fee Simulation ⭐ 20

Simulate binance fee mechanism by RL agents

Paccmann_rl ⭐ 20

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

Sensational_headline ⭐ 20

This is the repo for sensational headline generation of our published paper in EMNLP 2019

Paiss_deeprl ⭐ 20

Mlcandidatepath ⭐ 20

Rl Cheatsheet ⭐ 20

A summary of important concepts and algorithms in RL

Dqn Flappybird ⭐ 20

Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch

reinforcement learning for tsp by pointer network

Stratego_env ⭐ 20

Multi-Agent RL Environment for the Stratego Board Game (and variants)

Barl Simpleoptions ⭐ 20

A Python package that provides a simple framework for working with Options in Reinforcement Learning.

Rlss2017 ⭐ 19

Hierarchical Meta Reinforcement Learning ⭐ 19

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

Imbalanced Classification with Deep Reinforcement Learning

Neural Dynamic Policies ⭐ 19

Craves_control ⭐ 19

The control module of "CRAVES:Controlling Robotic Arm with a Vision-based, Economic System"

Reinforcement_learning ⭐ 19

Research repo of RL

Make it easy to specify simple MDPs that are compatible with the OpenAI Gym.

Dom Q Net ⭐ 19

Graph-based Deep Q Network for Web Navigation

Sarfa Saliency ⭐ 19

Abadia Gym ⭐ 19

A simple stochastic OpenAI environment for training RL agents

Rlengine ⭐ 19

A simple reinforcement learning simulation engine for OpenAI's gym.

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