Incoherence in Goal-Conditioned Autoregressive Models
arXiv:2510.06545v2 Announce Type: replace-cross
Abstract: We investigate mathematically the notion of incoherence: a structural issue with reinforcement learning policies derived by naive goal-conditioning of autoregressive models. We focus on the pro…