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cs.AI2016
Optimizing Expectation with Guarantees in POMDPs (Technical Report)
Krishnendu Chatterjee, Petr Novotný, Guillermo A. Pérez +2
A standard objective in partially-observable Markov decision processes (POMDPs) is to find a policy that maximizes the expected discounted-sum payoff. However, such policies may st…
cs.AI2016★ 2 cited
Stochastic Shortest Path with Energy Constraints in POMDPs
Tomáš Brázdil, Krishnendu Chatterjee, Martin Chmelík +2
We consider partially observable Markov decision processes (POMDPs) with a set of target states and positive integer costs associated with every transition. The traditional optimiz…