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Nils Jansen

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Radboud University

Approximate Dec-POMDP Solving Using Multi-Agent A*

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May 09, 2024
Wietze Koops, Sebastian Junges, Nils Jansen

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Imprecise Probabilities Meet Partial Observability: Game Semantics for Robust POMDPs

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May 08, 2024
Eline M. Bovy, Marnix Suilen, Sebastian Junges, Nils Jansen

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Factored Online Planning in Many-Agent POMDPs

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Dec 22, 2023
Maris F. L. Galesloot, Thiago D. Simão, Sebastian Junges, Nils Jansen

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Robust Active Measuring under Model Uncertainty

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Dec 18, 2023
Merlijn Krale, Thiago D. Simão, Jana Tumova, Nils Jansen

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Correct-by-Construction Control for Stochastic and Uncertain Dynamical Models via Formal Abstractions

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Nov 16, 2023
Thom Badings, Nils Jansen, Licio Romao, Alessandro Abate

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Reinforcement Learning by Guided Safe Exploration

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Jul 26, 2023
Qisong Yang, Thiago D. Simão, Nils Jansen, Simon H. Tindemans, Matthijs T. J. Spaan

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More for Less: Safe Policy Improvement With Stronger Performance Guarantees

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May 13, 2023
Patrick Wienhöft, Marnix Suilen, Thiago D. Simão, Clemens Dubslaff, Christel Baier, Nils Jansen

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Efficient Sensitivity Analysis for Parametric Robust Markov Chains

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May 01, 2023
Thom Badings, Sebastian Junges, Ahmadreza Marandi, Ufuk Topcu, Nils Jansen

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Act-Then-Measure: Reinforcement Learning for Partially Observable Environments with Active Measuring

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Mar 14, 2023
Merlijn Krale, Thiago D. Simão, Nils Jansen

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Decision-Making Under Uncertainty: Beyond Probabilities

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Mar 10, 2023
Thom Badings, Thiago D. Simão, Marnix Suilen, Nils Jansen

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