Markov Decision Processes With Applications in Wireless Sensor Networks: A Survey.
Mohammad Abu AlsheikhDinh Thai HoangDusit NiyatoHwee-Pink TanShaowei LinPublished in: IEEE Commun. Surv. Tutorials (2015)
Keyphrases
- markov decision processes
- wireless sensor networks
- finite state
- state space
- reinforcement learning
- transition matrices
- optimal policy
- dynamic programming
- reinforcement learning algorithms
- model based reinforcement learning
- reachability analysis
- average cost
- policy iteration
- decision theoretic planning
- planning under uncertainty
- finite horizon
- average reward
- action space
- decision processes
- partially observable
- factored mdps
- markov decision process
- action sets
- total reward
- policy evaluation
- risk sensitive
- multistage
- semi markov decision processes
- markov chain
- objective function