Learning Classical Planning Strategies with Policy Gradient

Pawel Gomoluch, Dalal Alrajeh, Alessandra Russo

A common paradigm in classical planning is heuristic forward search. Forward search planners often rely on simple best-first search which remains fixed throughout the search proces…