Optimizing Expectation with Guarantees in POMDPs (Technical Report)

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Optimizing Expectation with Guarantees in POMDPs (Technical Report)

26 November 2016

Jean-François Raskin

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Papers citing "Optimizing Expectation with Guarantees in POMDPs (Technical Report)"

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Title
Data-Efficient Safe Policy Improvement Using Parametric Structure Kasper Engelen Guillermo A. Pérez Marnix Suilen OffRL 68 0 0 21 Jul 2025
Turn-based Multi-Agent Reinforcement Learning Model CheckingInternational Conference on Agents and Artificial Intelligence (ICAART), 2025 Dennis Gross 156 0 0 06 Jan 2025
Targeted Adversarial Attacks on Deep Reinforcement Learning Policies via Model CheckingInternational Conference on Agents and Artificial Intelligence (ICAART), 2022 Dennis Gross T. D. Simão N. Jansen G. Pérez AAML 147 2 0 10 Dec 2022
Shielding in Resource-Constrained Goal POMDPsAAAI Conference on Artificial Intelligence (AAAI), 2022 Michal Ajdarów Simon Brlej Petr Novotný 91 4 0 28 Nov 2022
Runtime Monitoring for Markov Decision ProcessesInternational Conference on Computer Aided Verification (CAV), 2021 Sebastian Junges Hazem Torfah Sanjit A. Seshia 65 5 0 26 May 2021
Safe Learning for Near Optimal Scheduling G. Geeraerts Debraj Chakraborty Shibashis Guha Guillermo A. Pérez Jean-François Raskin 99 4 0 19 May 2020
Reinforcement Learning of Risk-Constrained Policies in Markov Decision ProcessesAAAI Conference on Artificial Intelligence (AAAI), 2020 T. Brázdil K. Chatterjee Petr Novotný Jiří Vahala 53 5 0 27 Feb 2020
Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-sum Objectives K. Chatterjee Adrián Elgyütt Petr Novotný Owen Rouillé 86 6 0 27 Apr 2018
Learning-Based Mean-Payoff Optimization in an Unknown MDP under Omega-Regular ConstraintsInternational Conference on Concurrency Theory (CONCUR), 2018 Jan Křetínský G. Pérez Jean-François Raskin 142 22 0 24 Apr 2018