CIVA: Critic-Induced Value-Subspace Attacks on Visual World-Model Agents

Jiancheng Wang, Mingli Zhu, Tong Zhang +4

Visual world-model agents such as DreamerV3 act through a recurrent latent state rather than a single observation, which weakens frame-wise observation attacks and makes their pert…