Learning Explicit Behavioral Models with Adaptive Questions and World-Model Probes

Hikaru Shindo, Yu Deng, Teng Cao +5

Interactive agents trained only against task return can achieve high scores while failing to represent the mechanisms that make their actions succeed. This makes brittle behavior d…