Reinforcement Learning for Controlling a Coupled Tank System Based on the Scheduling of Different Controllers.
Anthony A. R. DinizPaulo R. M. PiresJorge Dantas de MeloAdrião Duarte Dória NetoArmando J. J. L. FilhoSérgio M. KanazavaPublished in: SBRN (2010)
Keyphrases
- reinforcement learning
- control system
- scheduling problem
- function approximation
- reinforcement learning algorithms
- state space
- model free
- learning algorithm
- temporal difference
- real time
- scheduling algorithm
- resource allocation
- multi agent
- markov decision processes
- round robin
- learning process
- adaptive control
- dynamic programming
- dynamic scheduling
- flexible manufacturing systems
- control problems
- control policies
- data sets
- resource constraints
- optimal policy
- neural network
- parallel machines
- control strategies
- fuzzy controller
- control strategy
- single machine
- parallel processors
- real time database systems
- reinforcement learning methods
- supervised learning
- preventive maintenance