Partially Observable Markov Decision Processes (POMDPs) and Wireless Body Area Networks (WBAN): A Survey.
Yahaya O. MohammedUthman A. BaroudiPublished in: KSII Trans. Internet Inf. Syst. (2013)
Keyphrases
- partially observable markov decision processes
- finite state
- belief state
- reinforcement learning
- dynamical systems
- decision problems
- planning under uncertainty
- optimal policy
- dynamic programming
- markov decision processes
- partial observability
- partially observable stochastic games
- continuous state
- belief space
- multi agent
- state space
- point based value iteration
- dec pomdps
- partially observable
- human body
- stochastic domains
- planning problems
- initial state
- markov chain
- incremental pruning
- approximate solutions
- infinite horizon
- policy search
- average reward
- bayesian reinforcement learning
- partially observable markov
- partially observable markov decision
- network structure
- sequential decision making problems
- domain independent
- domain specific