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model-based-rl

A job shop scheduling problem using model-based reinforcement learning and using Neural Logic Rule Layer.

moeaframework

A Free and Open Source Java Framework for Multiobjective Optimization

morl

Multi-Objective Reinforcement Learning

neural-combinatorial-rl-pytorch

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

nsgaiii

An implementation of NSGA-III in Python.

open_spiel

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

optimizationalgorithmlib

phd-thesis-projects

This repository contains the code of the deep MARL-based dynamic scheduling algorithms in job shop and flexible job shop

plotneuralnet

Latex code for making neural networks diagrams

policy-network-for-solving-fjsp

psoviz

Particle Swarm Optimization Visualization

pytorch-drl

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

reinforcement-learning

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

reinforcement-learning-course

rl-for-fjsp-pytorch

rl-job-shop-scheduling

Reinforcement learning approach for job shop scheduling

rl4j

Deep Reinforcement Learning for the JVM (Deep-Q, A3C)

rlpyt

Reinforcement Learning in PyTorch

rlzoo

Reinforcement Learning Model Zoo with TensorLayer

rl_scheduling_system

A user interface for scheduling job shops is being developed as part of this project and implementation of reinforcement learning for automating a dynamic flexible job shop scheduling system.

rl_tsp_4static

Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper

shop-scheduling-simulator

Protype code for calculating execution schedules on job-shop scheduling environments using a simulation approach

simrlfab

Simulation and reinforcement learning framework for production planning and control of complex job shop manufacturing systems

softx-d-22-00444

Official Schlably Repository by the Institute for TMDT

spriteworld

Spriteworld: a flexible, configurable python-based reinforcement learning environment

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists

tess4j

Java JNA wrapper for Tesseract OCR API

textworld

​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.