Workstation capacity tuning using reinforcement learning.
Aharon Bar-HillelAmir Di-NurLiat Ein-DorRan Gilad-BachrachYossi IttachPublished in: SC (2007)
Keyphrases
- reinforcement learning
- function approximation
- multi agent
- state space
- reinforcement learning algorithms
- dynamic programming
- markov decision processes
- control problems
- temporal difference
- learning algorithm
- capacity expansion
- temporal difference learning
- learning process
- robotic control
- supervised learning
- data mining
- model free
- high capacity
- database systems
- relational reinforcement learning
- case study
- learning agents
- robot control
- fine tuning
- optimal policy
- artificial neural networks
- optimal control
- mobile robot
- transfer learning