3 papers
cs.AI2026
Autonomous Agents Coordinating Distributed Discovery Through Emergent Artifact Exchange
Fiona Y. Wang, Lee Marom, Subhadeep Pal +4
We present ScienceClaw + Infinite, a framework for autonomous scientific investigation in which independent agents conduct research without central coordination, and any contributo…
cs.LG2025
AutomataGPT: Forecasting and Ruleset Inference for Two-Dimensional Cellular Automata
Jaime A. Berkovich, Noah S. David, Markus J. Buehler
Cellular automata (CA) provide a minimal formalism for investigating how simple local interactions generate rich spatiotemporal behavior in domains as diverse as traffic flow, ecol…
cs.AI2024
LifeGPT: Topology-Agnostic Generative Pretrained Transformer Model for Cellular Automata
Jaime A. Berkovich, Markus J. Buehler
Conway's Game of Life (Life), a well known algorithm within the broader class of cellular automata (CA), exhibits complex emergent dynamics, with extreme sensitivity to initial con…