Optimal cost almost-sure reachability in POMDPs.
Krishnendu ChatterjeeMartin ChmelikRaghav GuptaAyush KanodiaPublished in: Artif. Intell. (2016)
Keyphrases
- optimal cost
- state space
- lower bound
- upper bound
- expected cost
- partially observable markov decision processes
- belief state
- total cost
- reinforcement learning
- partially observable
- markov decision processes
- optimal solution
- piecewise linear
- dynamic programming
- lot sizing
- long run
- decision problems
- optimal policy
- text classification
- text mining