Use of Simulation-Aided Reinforcement Learning for Optimal Scheduling of Operations in Industrial Plants.
Satyavrat WagleAditya A. ParanjapePublished in: WSC (2020)
Keyphrases
- optimal scheduling
- reinforcement learning
- simulation model
- scheduling problem
- industrial applications
- scheduling algorithm
- learning algorithm
- state space
- response time
- real robot
- mathematical model
- analytical model
- genetic algorithm
- function approximation
- reinforcement learning methods
- markov decision processes
- reinforcement learning algorithms
- wastewater treatment
- robocup soccer
- temporal difference
- simulation study
- databases
- optimal policy
- special case
- multi agent systems
- machine learning
- real world