Zachary Sunberg

4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)

Conferences

UAI (2) AAAI (1) IJCAI (1)

Top co-authors

Martin Feather (2) Federico Rossi (2) Qi Heng Ho (2) Morteza Lahijanian (2) Tyler Becker (2) Benjamin Kraske (1) John Mern (1) Mykel J. Kochenderfer (1) Zakariya Laouar (1) Tapan Mukerji (1)

Keywords

partially observable markov decision process (2) belief state (1) online planning (1) particle filter (1) bayesian optimization (1) monte carlo tree search (1) action space (1) gaussian process (1) sampling-based algorithm (1)

Papers

Optimality Guarantees for Particle Belief Approximation of POMDPs (Abstract Reprint) IJCAI 2024

Recursively-Constrained Partially Observable Markov Decision Processes UAI 2024

Sound Heuristic Search Value Iteration for Undiscounted POMDPs with Reachability Objectives UAI 2024

Bayesian Optimized Monte Carlo Planning AAAI 2021