An Xu

Toward Continually Growing World Models: An OaK-Inspired Architecture for Learned Abstraction and Planning

Learned world models increasingly empower autonomous agents to predict transitions, imagine rollouts, and plan behaviors in complex environments. However,conventional continual world modeling paradigms predominantly formulate lifelong adaptation along a single parametric axis: up...

Toward Continually Growing World Models: An OaK-Inspired Architecture for Learned Abstraction and Planning

Learned world models increasingly empower autonomous agents to predict transitions, imagine rollouts, and plan behaviors in complex environments. However,conventional continual world modeling paradigms predominantly formulate lifelong adaptation along a single parametric axis: up...