Search Results for author: Tomáš Brázdil

Found 4 papers, 0 papers with code

Learning Algorithms for Verification of Markov Decision Processes

no code implementations14 Mar 2024 Tomáš Brázdil, Krishnendu Chatterjee, Martin Chmelik, Vojtěch Forejt, Jan Křetínský, Marta Kwiatkowska, Tobias Meggendorfer, David Parker, Mateusz Ujma

The presented framework focuses on probabilistic reachability, which is a core problem in verification, and is instantiated in two distinct scenarios.

Synthesizing Efficient Solutions for Patrolling Problems in the Internet Environment

no code implementations8 May 2018 Tomáš Brázdil, Antonín Kučera, Vojtěch Řehák

We propose an algorithm for constructing efficient patrolling strategies in the Internet environment, where the protected targets are nodes connected to the network and the patrollers are software agents capable of detecting/preventing undesirable activities on the nodes.

Stochastic Shortest Path with Energy Constraints in POMDPs

no code implementations24 Feb 2016 Tomáš Brázdil, Krishnendu Chatterjee, Martin Chmelík, Anchit Gupta, Petr Novotný

Finally, we show experimentally that our algorithm performs well and computes succinct policies on a number of POMDP instances from the literature that were naturally enhanced with energy levels.

MultiGain: A controller synthesis tool for MDPs with multiple mean-payoff objectives

no code implementations13 Jan 2015 Tomáš Brázdil, Krishnendu Chatterjee, Vojtěch Forejt, Antonín Kučera

We present MultiGain, a tool to synthesize strategies for Markov decision processes (MDPs) with multiple mean-payoff objectives.

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