The Pump Scheduling Problem: A Real-World Scenario for Reinforcement Learning.
Henrique DonâncioLaurent VercouterHarald RoclawskiPublished in: CoRR (2022)
Keyphrases
- real world
- scheduling problem
- reinforcement learning
- np hard
- wide range
- single machine
- case study
- synthetic data
- flowshop
- setup times
- tabu search
- data sets
- optimal policy
- data mining
- function approximation
- model free
- precedence constraints
- total tardiness
- minimizing makespan
- multi agent
- learning algorithm
- genetic algorithm
- machine learning
- optimal control
- synthetic datasets
- release dates
- earliness tardiness