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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Bibliographic Details
Main Authors: Martin Kubovčík, Iveta Dirgová Luptáková, Jiří Pospíchal
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/8/3985