TrojanWorld: Backdooring World-Model Agents via Imagination Steering

Wenkai Huang, Siyuan Liang, Gaolei Li +4

World models increasingly serve as the predictive core of model-based reinforcement learning agents, enabling them to simulate future dynamics and reason over imagined trajectories…