One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration
arXiv:2510.12088v2 Announce Type: replace
Abstract: Symbolic world modeling requires inferring and representing an environment’s transitional dynamics as an executable program. Prior work has focused on largely deterministic environments with abundant…