Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators

Clement Gehring, Masataro Asai, Rohan Chitnis, Tom Silver, Leslie Pack Kaelbling, Shirin Sohrabi, Michael Katz 0001. Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators. In Akshat Kumar, Sylvie Thiébaux, Pradeep Varakantham, William Yeoh 0001, editors, Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, ICAPS 2022, Singapore (virtual), June 13-24, 2022. pages 588-596, AAAI Press, 2022. [doi]

Abstract

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