A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning

Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak. A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning. In Sinno Jialin Pan, Masashi Sugiyama, editors, Proceedings of The 12th Asian Conference on Machine Learning, ACML 2012, 18-20 November 2020, Bangkok, Thailand. Volume 129 of Proceedings of Machine Learning Research, pages 81-96, PMLR, 2020. [doi]

Abstract

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