Markov Decision Processes for Control of a Sensor Network-based Health Monitoring System.
Anand V. PanangadanSyed Muhammad AliAshit TalukderPublished in: AAAI (2005)
Keyphrases
- monitoring system
- markov decision processes
- data acquisition
- safe operation
- remote monitoring
- health monitoring
- health status
- reinforcement learning
- optimal policy
- finite state
- state space
- policy iteration
- dynamic programming
- water level
- field bus
- heterogeneous wireless sensor networks
- partially observable
- sensor data
- transition matrices
- reachability analysis
- planning under uncertainty
- average cost
- health care
- finite horizon
- action space
- average reward
- decision theoretic planning
- model based reinforcement learning
- control problems
- sensor networks
- decentralized control
- infinite horizon
- virtual instrument
- vital signs
- markov decision process
- optimal control
- least squares
- control system
- nuclear power plant
- continuous monitoring
- control strategy
- power system
- markov chain
- data streams