Novotný, Petr

8 publications

AAAI 2025 Threshold UCT: Cost-Constrained Monte Carlo Tree Search with Pareto Curves Martin Kurecka, Václav Nevyhostený, Petr Novotný, Vít Uncovský

IJCAI 2024 Solving Long-Run Average Reward Robust MDPs via Stochastic Games Krishnendu Chatterjee, Ehsan Kafshdar Goharshady, Mehrdad Karrabi, Petr Novotný, Dorde Zikelic

AAAI 2023 Shielding in Resource-Constrained Goal POMDPs Michal Ajdarów, Simon Brlej, Petr Novotný

IJCAI 2023 Synthesizing Resilient Strategies for Infinite-Horizon Objectives in Multi-Agent Systems David Klaska, Antonín Kucera, Martin Kurecka, Vít Musil, Petr Novotný, Vojtech Rehák

UAI 2022 On-the-Fly Adaptation of Patrolling Strategies in Changing Environments Tomáš Brázdil, David Klaška, Antonı́n Kučera, Vı́t Musil, Petr Novotný, Vojtěch Řehák

AAAI 2020 Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes Tomás Brázdil, Krishnendu Chatterjee, Petr Novotný, Jiri Vahala

IJCAI 2018 Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-Sum Objectives Krishnendu Chatterjee, Adrián Elgyütt, Petr Novotný, Owen Rouillé

AAAI 2017 Optimizing Expectation with Guarantees in POMDPs Krishnendu Chatterjee, Petr Novotný, Guillermo A. Pérez, Jean-François Raskin, Dorde Zikelic