Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations

Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell. Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations. In Chengqing Zong, Fei Xia, Wenjie Li 0002, Roberto Navigli, editors, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 2: Short Papers), Virtual Event, August 1-6, 2021. pages 719-725, Association for Computational Linguistics, 2021. [doi]

Abstract

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