Expectation Optimization with Probabilistic Guarantees in POMDPs with
Discounted-sum Objectives

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Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-sum Objectives

27 April 2018

Adrián Elgyütt

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Papers citing "Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-sum Objectives"

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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
Optimising expectation with guarantees for window mean payoff in Markov decision processesAdaptive Agents and Multi-Agent Systems (AAMAS), 2025 Pranshu Gaba Shibashis Guha 75 1 0 10 Jan 2025
Threshold UCT: Cost-Constrained Monte Carlo Tree Search with Pareto CurvesAAAI Conference on Artificial Intelligence (AAAI), 2024 Martin Kurečka Václav Nevyhoštěný Petr Novotný Vít Unčovský 201 1 0 18 Dec 2024
Safe POMDP Online Planning via ShieldingIEEE International Conference on Robotics and Automation (ICRA), 2023 Shili Sheng David Parker Lu Feng 144 7 0 19 Sep 2023
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