In three months, Lila Sciences’ AI-directed lab proposed, synthesized and screened 2,942 catalysts for green hydrogen, identifying 6 high-performing material families.

Accepted pre-conference workshops at RLC 2026.

Personal research webiste for Taylor W. Killian

Discover Nuevo Vallarta's new resident dinner show LUDÕ. Immerse yourself in a multi-sensory water-themed experience.

WHO WE ARE Percepta’s mission is to transform critical institutions with applied AI. We care that industries that power the world (e.g. healthcare, manufacturing, energy) benefit from frontier techno...

This article presents the first field deployment of a multi-agent reinforcement learning (MARL) based variable speed limit (VSL) control system on Interstate 24 (I-24) near Nashville, Tennessee. We de...

Think of LLM Applications as POMDPs — Not Agents

ALT: a man with a beard is saying he can 't keep getting away with it !

Self-play has powered breakthroughs in two-player and multi-player games. Here we show that self-play is a surprisingly effective strategy in another domain. We show that robust and naturalistic drivi...