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Hahn, Ernst Moritz, Perez, Mateo, Schewe, Sven ORCID: 0000-0002-9093-9518, Somenzi, Fabio, Trivedi, Ashutosh and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2022)
Alternating Good-for-MDP Automata.
[Preprint]
Hahn, Ernst Moritz, Perez, Mateo, Schewe, Sven ORCID: 0000-0002-9093-9518, Somenzi, Fabio, Trivedi, Ashutosh and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2020)
Faithful and Effective Reward Schemes for Model-Free Reinforcement Learning of Omega-Regular Objectives.
In: ATVA, 2020-10-19 - 2020-10-23.
Hahn, Ernst Moritz ORCID: 0000-0002-9348-7684, Perez, Mateo ORCID: 0000-0003-4220-3212, Schewe, Sven ORCID: 0000-0002-9093-9518, Somenzi, Fabio ORCID: 0000-0002-2085-2003, Trivedi, Ashutosh ORCID: 0000-0001-9346-0126 and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2020)
Good-for-MDPs Automata for Probabilistic Analysis and Reinforcement Learning.
In: TACAS, 2020-4-25 - 2020-4-30, Dublin.
Hahn, Ernst Moritz, Trivedi, Ashutosh, Perez, Mateo, Somenzi, Fabio, Schewe, Sven ORCID: 0000-0002-9093-9518 and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2022)
An Impossibility Result in Automata-Theoretic Reinforcement Learning.
In: ATVA22.
Hahn, Ernst-Moritz, Perez, Mateo, Schewe, Sven ORCID: 0000-0002-9093-9518, Somenzi, Fabio, Trivedi, Ashutosh and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2021)
Model-Free Reinforcement Learning for Branching Markov Decision Processes.
In: International Conference on Computer Aided Verification.
Hahn, Ernst Moritz, Perez, Mateo, Schewe, Sven ORCID: 0000-0002-9093-9518, Somenzi, Fabio, Trivedi, Ashutosh and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2021)
Model-Free Reinforcement Learning for Branching Markov Decision Processes.
COMPUTER AIDED VERIFICATION, PT II, CAV 2021, 12760.
pp. 651-673.
Hahn, Ernst-Moritz, Perez, Mateo, Schewe, Sven ORCID: 0000-0002-9093-9518, Somenzi, Fabio, Trivedi, Ashutosh and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2021)
Model-Free Reinforcement Learning for Lexicographic Omega-Regular Objectives.
In: International Symposium on Formal Methods.
Hahn, Ernst Moritz, Perez, Mateo, Schewe, Sven ORCID: 0000-0002-9093-9518, Somenzi, Fabio, Trivedi, Ashutosh and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2023)
Multi-objective ω-Regular Reinforcement Learning.
FORMAL ASPECTS OF COMPUTING, 35 (2).
pp. 1-24.
Hahn, Ernst Moritz ORCID: 0000-0002-9348-7684, Perez, Mateo ORCID: 0000-0003-4220-3212, Schewe, Sven ORCID: 0000-0002-9093-9518, Somenzi, Fabio ORCID: 0000-0002-2085-2003, Trivedi, Ashutosh ORCID: 0000-0001-9346-0126 and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2023)
Mungojerrie: Linear-Time Objectives in Model-Free Reinforcement Learning.
In:
Tools and Algorithms for the Construction and Analysis of Systems.
Springer Nature Switzerland, pp. 527-545.
ISBN 9783031308222
Hahn, Ernst Moritz, Perez, Mateo, Schewe, Sven, Somenzi, Fabio, Trivedi, Ashutosh and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2023)
Omega-Regular Decision Processes.
In: AAAI 2024.
Hahn, EM, Perez, Mateo, Schewe, S ORCID: 0000-0002-9093-9518, Somenzi, Fabio, Trivedi, Ashutosh and Wojtczak, DK ORCID: 0000-0001-5560-0546
(2019)
Omega-Regular Objectives in Model-Free Reinforcement Learning.
In: 25th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS), 2019-4-6 - 2019-4-11, Prague, Czech Republic.
Hahn, Ernst Moritz, Perez, Mateo, Schewe, Sven ORCID: 0000-0002-9093-9518, Somenzi, Fabio, Trivedi, Ashutosh and Wojtczak, Dominik ORCID: 0000-0001-5560-0546
(2022)
Reinforcement Learning with Guarantees That Hold for Ever.
.