Learning Rewrite Rules to Improve Plan Quality

Proceedings of the AAAI Conference on Artificial Intelligence, 16

Volume

Proceedings of the AAAI Conference on Artificial Intelligence, 16

Student Abstracts

This paper presents a system called REWRITE that automatically learns rewrite rules. REWRITE has three main components. The first is a partial-order causal-link planner (POP). The second component does the analytic work of identifying the replacing and to-be-replaced action sequences. The third component is a case library of plan-rewrite rules.