Národní úložiště šedé literatury Nalezeno 1 záznamů.  Hledání trvalo 0.01 vteřin. 
Inductive Controller Synthesis for POMDPs with Respect to Steady-State Properties
Jarolím, Antonín ; Kozák, David (oponent) ; Češka, Milan (vedoucí práce)
This thesis considers the problem of synthesizing finite-state controllers (FSC) for partially observable Markov decision processes wrt. steady-state properties. The set of candidate FSCs (design-space) is explored using state-of-the-art synthesis methods. The Abstraction-Refinement (AR) method prunes the design-space by considering families of FSCs at once. The novel algorithm generating counter-examples regarding steady-state properties using principles of the counterexample-guided inductive synthesis method is proposed. The experimental evaluation compares the AR method with a one-by-one exploration. It shows that the AR method is faster by orders of magnitude in all but one example, where the low transition rates reduced the speed of the AR method. No other tool is capable of performing such synthesis, so a comparison with other approaches is not available.

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