Selecting the Partial State Abstractions of MDPs: A Metareasoning Approach with Deep Reinforcement Learning

Samer B. Nashed, Justin Svegliato, Abhinav Bhatia, Stuart Russell 0001, Shlomo Zilberstein. Selecting the Partial State Abstractions of MDPs: A Metareasoning Approach with Deep Reinforcement Learning. In IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2022, Kyoto, Japan, October 23-27, 2022. pages 11665-11670, IEEE, 2022. [doi]

Abstract

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