Zachary N. Sunberg

2 papers · 2017–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (4) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

Conferences

IJCAI (1) JMLR (1)

Top co-authors

Maxim Egorov (1) Claire Tomlin (1) Tim A. Wheeler (1) Michael H. Lim (1) Mykel J. Kochenderfer (1) Jayesh K. Gupta (1) Edward Balaban (1)

Keywords

partially observable mdp (2) markov decision process (1) partially observable markov decision process (1) optimal solution (1) sparse tree search (1) continuous observation space (1) q-value estimation (1) optimality guarantee (1) sparse sampling (1) sequential decision making (1) policy solver (1)

Papers

Sparse Tree Search Optimality Guarantees in POMDPs with Continuous Observation Spaces IJCAI 2020

POMDPs.jl: A Framework for Sequential Decision Making under Uncertainty JMLR 2017