Markov Decision Processes with Applications in Wireless Sensor Networks: A Survey.
Mohammad Abu AlsheikhDinh Thai HoangDusit NiyatoHwee-Pink TanShaowei LinPublished in: CoRR (2015)
Keyphrases
- markov decision processes
- wireless sensor networks
- reinforcement learning
- finite state
- average cost
- optimal policy
- decision theoretic planning
- policy iteration
- state space
- dynamic programming
- reachability analysis
- partially observable
- average reward
- infinite horizon
- transition matrices
- reinforcement learning algorithms
- finite horizon
- decision processes
- planning under uncertainty
- model based reinforcement learning
- stochastic shortest path
- risk sensitive
- markov decision process
- reward function
- action sets
- discounted reward
- action space
- search algorithm