Dmitrii Krylov

[email protected] GitHub · Google Scholar · CV

Bio
PhD student at UCI IndyLab, advised by Roy Fox. Previously interned at Stripe (AI researcher, 2025), Duolingo (AI researcher, 2024), and Nvidia (2019). HPI Fellow (Jan 2024 – Dec 2026). Won the GPU Mode × Jane Street hackathon ($50k).

My current interest · 2026
World models for efficient test-time training: learning reward and feedback signals in model-space, then using them to adapt RL policies and LLM agents with less online interaction.

My Selected Papers
Reading

Papers I found worth reading.