Hi, I'm Tyrone.

My initials are tkts, hence the picture :>

I'm a student at Brown University studying Computer Science and Economics.

I'm currently doing research supervised by Professor Amy Greenwald. I'm interested in developing strategic LLMs, drawing ideas from game theory and multi-agent systems.

Thanks for dropping by!

Publications

Distilling Game Code World Model Generation into Lightweight Large Language Models

Tyrone Serapio, Haoyang Xu, Arjun Prakash, Amy Greenwald

AAMAS Strategic Engineering Workshop 2026

arXiv

Spectral Collapse Drives Loss of Plasticity in Deep Continual Learning

Naicheng He, Kaicheng Guo, Arjun Prakash, Saket Tiwari, Ruo Yu Tao, Tyrone Serapio, Amy Greenwald, George Konidaris

ICML 2026

arXiv