#machine learning
Apr 2026
Beyond State Consistency: Behavior Consistency in Text-Based World Models
Experiments show that BehR-based training improves long-term alignment in several settings, with the clearest gains in WebShop and less movement in near-ceiling regimes, while preserving or improving single-step prediction quality in three of four settings.
Youling Huang, Guan-Qiao Chen, Junchi Yao et al.
· arXiv.org · 4 citations