Model-Based Relational RL When Object Existence is Partially Observable

Ngo Anh Vien, Marc Toussaint

Abstract: We consider learning and planning in relational MDPs when object existence is uncertain and new objects may appear or disappear depending on previous actions or properties of other objects. Optimal...