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Realistic Actor-Critic: A framework for balance between value overestimation and underestimation
INTRODUCTION: The value approximation bias is known to lead to suboptimal policies or catastrophic overestimation bias accumulation that prevent the agent from making the right decisions between exploration and exploitation. Algorithms have been proposed to mitigate the above contradiction. However,...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9868235/ https://www.ncbi.nlm.nih.gov/pubmed/36699950 http://dx.doi.org/10.3389/fnbot.2022.1081242 |