Reinforcement Learning with Discrete Event Simulation: The Premise, Reality, and Promise.
Sahil BelsareEmily Diaz BadillaMohammad DehghanimohammadabadiPublished in: WSC (2022)
Keyphrases
- discrete event simulation
- reinforcement learning
- discrete event
- semiconductor manufacturing
- supply chain
- function approximation
- reinforcement learning algorithms
- state space
- markov decision processes
- simulation model
- function approximators
- machine learning
- neural network
- dynamic systems
- optimal policy
- model free
- dynamic programming
- multi agent
- orders of magnitude
- evolutionary algorithm