LaWM: Least Action World Models for Long-Horizon Physical Consistency from Visual Observations

Qixin Xiao, Maani Ghaffari

Learning predictive world models from visual observations is a core problem in embodied AI, with applications to model-based reinforcement learning and robotic planning. Existing l…