Ville Hautamäki
villeh.bsky.social
Ville Hautamäki
@villeh.bsky.social
Scientist
Janne Laakkonen presenting our work at AI-DOC seminar.
November 14, 2025 at 12:53 PM
Awesome to meet other AI researchers and enthusiasts in Aalto University.
November 13, 2025 at 11:09 AM
Reposted by Ville Hautamäki
Our paper “Zero-shot World Models via Search in Memory” (by F. Malato & @villeh.bsky.social) was accepted to #NeurIPS2025! 🎉 A training-free world model predicting dynamics via memory search.

Poster: Exhibit Hall C,D,E on Wed 3 Dec 4:30–7:30 PM PST 🔗 arxiv.org/abs/2510.16123

See you in San Diego!
Zero-shot World Models via Search in Memory
World Models have vastly permeated the field of Reinforcement Learning. Their ability to model the transition dynamics of an environment have greatly improved sample efficiency in online RL. Among the...
arxiv.org
October 29, 2025 at 1:20 PM