Li-Xuan Zhang

Improving Policy Learning via Language-Guided State Representation in World Models

World models have emerged as powerful technology for facilitating policy learning in robotics by providing predictive representations of environmental dynamics. A crucial component of such models is the internal state representation, which serves as a bridge between observation, decision-making, and future state predic...