Reinforcement Learning in Anylogic Simulation Models: A Guiding Example Using Pathmind.
Mohammed FarhanBrett GöhreEdward JunprungPublished in: WSC (2020)
Keyphrases
- simulation models
- reinforcement learning
- simulation model
- agent based simulation
- simulation tools
- state space
- robotic control
- function approximation
- air cargo
- optimal policy
- reinforcement learning algorithms
- model free
- markov decision processes
- dynamic programming
- temporal difference
- multi agent
- transition model
- learning algorithm
- markov decision process
- function approximators
- learning classifier systems
- neural network
- learning capabilities
- learning process
- multi agent reinforcement learning
- data assimilation
- genetic algorithm