Learning Commute-Time-Preserving World Models for Planning

Michael Hauri, Peter Buttaroni, Fabian A. Mikulasch +1

World models allow agents to plan in latent space by choosing a sequence of actions that most reduces the distance to a given goal state. Thus, planning can benefit from latent rep…