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Tyler J. Becker
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 4
Top Topics
Predictive Control
Dynamical Systems
Markov Decision Processes
Partially Observable Markov Decision Process
Top Venues
CoRR
J. Artif. Intell. Res.
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Publications
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Zakariya Laouar
,
Rayan Mazouz
,
Tyler J. Becker
,
Qi Heng Ho
,
Zachary N. Sunberg
Feasibility-Guided Safety-Aware Model Predictive Control for Jump Markov Linear Systems.
CoRR
(2023)
Michael H. Lim
,
Tyler J. Becker
,
Mykel J. Kochenderfer
,
Claire J. Tomlin
,
Zachary N. Sunberg
Optimality Guarantees for Particle Belief Approximation of POMDPs.
J. Artif. Intell. Res.
77 (2023)
Qi Heng Ho
,
Tyler J. Becker
,
Benjamin Kraske
,
Zakariya Laouar
,
Martin Feather
,
Federico Rossi
,
Morteza Lahijanian
,
Zachary N. Sunberg
Recursively-Constrained Partially Observable Markov Decision Processes.
CoRR
(2023)
Michael H. Lim
,
Tyler J. Becker
,
Mykel J. Kochenderfer
,
Claire J. Tomlin
,
Zachary N. Sunberg
Generalized Optimality Guarantees for Solving Continuous Observation POMDPs through Particle Belief MDP Approximation.
CoRR
(2022)