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Intrinsic Rewards for Maintenance, Approach, Avoidance, and Achievement Goal Types

In reinforcement learning, reward is used to guide the learning process. The reward is often designed to be task-dependent, and it may require significant domain knowledge to design a good reward function. This paper proposes general reward functions for maintenance, approach, avoidance, and achieve...

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Detalles Bibliográficos
Autores principales: Dhakan, Paresh, Merrick, Kathryn, Rañó, Iñaki, Siddique, Nazmul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6189580/
https://www.ncbi.nlm.nih.gov/pubmed/30356820
http://dx.doi.org/10.3389/fnbot.2018.00063