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Signal Novelty Detection as an Intrinsic Reward for Robotics

In advanced robot control, reinforcement learning is a common technique used to transform sensor data into signals for actuators, based on feedback from the robot’s environment. However, the feedback or reward is typically sparse, as it is provided mainly after the task’s completion or failure, lead...

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Detalles Bibliográficos
Autores principales: Kubovčík, Martin, Dirgová Luptáková, Iveta, Pospíchal, Jiří
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142593/
https://www.ncbi.nlm.nih.gov/pubmed/37112324
http://dx.doi.org/10.3390/s23083985