INTELLIGENT DECISION-MAKING

On learning, reasoning, and decisions.

I am interested in how agents make decisions with incomplete information, limited resources, and changing environments.

Online learningEfficient reasoningExploration & exploitation

Selected publications

Academic homepage

Intelligent Computing · 2023 · Intelligent decision-making

Surfing Information: The Challenge of Intelligent Decision-Making

NeurIPS · 2022 · Exploration and exploitation

Bayesian Optimistic Optimization: Optimistic Exploration for Model-based Reinforcement Learning

NeurIPS · 2021 · Partially observable decisions

Adaptive Online Packing-guided Search for POMDPs

Publication information follows my public academic homepage.