Tyler J. Becker

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Partially Observable Markov Decision Process

Dynamical Systems

Markov Decision Processes

Top Venues

J. Artif. Intell. Res.

Publications

Tyler J. Becker, Zachary Sunberg
Bridging the Gap between Partially Observable Stochastic Games and Sparse POMDP Methods. CoRR (2024)
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)