Convex Stochastic Dominance in Bayesian Localization, Filtering, and Controlled Sensing POMDPs.
Vikram KrishnamurthyPublished in: IEEE Trans. Inf. Theory (2020)
Keyphrases
- stochastic dominance
- random variables
- fuzzy random variables
- efficient optimization
- reinforcement learning
- convex optimization
- bayesian networks
- maximum likelihood
- piecewise linear
- sensor networks
- convex hull
- filtering algorithm
- source localization
- dynamic programming
- markov chain
- markov decision processes
- convex functions
- partially observable markov decision processes
- distributed constraint optimization