Constrained Offline Policy Optimization

Nicholas Polosky, Bruno C. da Silva, Madalina Fiterau, Jithin Jagannath. Constrained Offline Policy Optimization. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 17801-17810, PMLR, 2022. [doi]

Abstract

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