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Self reward design with fine-grained interpretability

The black-box nature of deep neural networks (DNN) has brought to attention the issues of transparency and fairness. Deep Reinforcement Learning (Deep RL or DRL), which uses DNN to learn its policy, value functions etc, is thus also subject to similar concerns. This paper proposes a way to circumven...

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Detalles Bibliográficos
Autores principales: Tjoa, Erico, Guan, Cuntai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9886969/
https://www.ncbi.nlm.nih.gov/pubmed/36717641
http://dx.doi.org/10.1038/s41598-023-28804-9