Back to Basics: A Skill-Centric Approach to Generalist Web Agents
arXiv preprint arXiv:2610.35823, 2026.
PhD student making multimodal agents more capable and adaptable
Advised by Kenneth Marino · m.pham-dinh (at) utah.edu
“The authors claim this is the first work to address this problem. This is false (Schmidhuber et al, 1999).” — Reviewer 2 idea from my college buddy Jacob
I am a PhD student at the University of Utah, advised by Professor Kenneth Marino. These days I am mostly interested in enhancing the general capabilities and adaptation of multimodal agents: agents that see, read, and act, and that can pick up new skills and adjust to unfamiliar environments without being retrained from scratch.
Before Utah, I completed my undergraduate degree at Colby College, where I conducted AI and assistive robotics research at the Davis Institute for Artificial Intelligence and the INSITE Lab. I’m always open to collaborations on agents, both on screens and in the physical world.
arXiv preprint arXiv:2610.35823, 2026.
arXiv preprint arXiv:2610.22539, 2026.
Findings of EMNLP 2025.