A Formal Approach to Agent Planning on Inference Trees

摘要

A novel basis to decision-theoretic planning is presented classical and non-classical planning techniques, see for example, (Hedeler et.al. 1990, Wilkins 1984) from artificial intelligence with games and decision trees providing a agent expressive planning model. We use a broad definition of decision-theoretic planning that includes planning techniques that deal with all types of uncertainty and plan evaluation.