Server Frequency Control Using Markov Decision Processes.
Lydia Yiyu ChenNatarajan GautamPublished in: INFOCOM (2009)
Keyphrases
- markov decision processes
- finite state
- state space
- reinforcement learning
- optimal policy
- reachability analysis
- transition matrices
- decision theoretic planning
- policy iteration
- dynamic programming
- planning under uncertainty
- average cost
- decision processes
- model based reinforcement learning
- decentralized control
- reinforcement learning algorithms
- control problems
- finite horizon
- risk sensitive
- control system
- infinite horizon
- average reward
- action space
- partially observable
- control strategy
- factored mdps
- action sets
- markov decision process
- control policy
- control policies
- steady state
- reward function