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September 20, 2025SensorsOpen Access

Fault Recovery Through Online Adaptation of Boolean Network Robots

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Authors

PBPaolo BaldiniUniversity of BolognaMBMichele BracciniUniversity of BolognaARAndrea RoliAzienda-Unita' Sanitaria Locale Di Cesena

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Implication

This work demonstrates how online adaptation improves fault recovery in robots, highlighting the technical requirements for effective controller design.

Key Points

  • Online adaptation enhances fault recovery in robots, making it more efficient than traditional methods.
  • A performance function is used to identify ineffective behaviors, leading to a more effective robot controller design.
  • Adjusting an existing controller is faster than creating a new one from scratch, improving recovery times.
  • Technical requirements for successful online adaptation are discussed, emphasizing practical implementation for robotics.

Cite This Study

Baldini et al. (2025) studied this question.

synapsesocial.com/papers/68d469ce31b076d99fa66b1dhttps://doi.org/10.3390/s25185849
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Also Consider

Synapse has enriched 2 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Boolean chaos2009 · 79 citations
  2. 2On the Performance of Online Adaptation of Robots Controlled by Nanowire Networks2023 · 4 citations