Citation notice #10966 · 2026-09-11 06:32:47.709086+00:00

Reflex-Informed Neuromuscular Reinforcement Learning for Muscle-Driven Locomotion

Correction Crossref Open

cites and Hayashibe, M, which carries a correction notice dated 2026-07-06. One-hop deterministic notice: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.

This is not a judgment on the citing paper.

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01Evidence

Raw extraction · citation context · bibliography index 59

Auke Jan Ijspeert. Central pattern generators for locomotion control in animals and robots: A review.Neural Networks, 21(4):642-653, 2008. S. Koseki, M. Hayashibe, and D. Owaki. Identifying essential factors for energy-efficient walking control across a wide range of velocities in reflex-based musculoskeletal systems.PLOS Computational Biology, 20(1), 2024. doi: 10.1371/journal.pcbi.1011771. Seunghwan Lee, Moonseok Park, Kyoungmin Lee, and Jehee Lee. Scalable muscle-actuated human simulation and control.ACM Transactions on Graphics, 38(4), 2019. Guoping Li, Auke Jan Ijspeert, and Mitsuhiro Hayashibe. AI-CPG: Adaptive imitated central pattern generators for bipedal locomotion learned through reinforced reflex neural networks. IEEE Robotics and Automation Letters, 9(6):5190-5197, 2024.

Parser render (TeX stripped for reading; raw above is the evidence)

Auke Jan Ijspeert. Central pattern generators for locomotion control in animals and robots: A review.Neural Networks, 21(4):642-653, 2008. S. Koseki, M. Hayashibe, and D. Owaki. Identifying essential factors for energy-efficient walking control across a wide range of velocities in reflex-based musculoskeletal systems.PLOS Computational Biology, 20(1), 2024. doi: 10.1371/journal.pcbi.1011771. Seunghwan Lee, Moonseok Park, Kyoungmin Lee, and Jehee Lee. Scalable muscle-actuated human simulation and control.ACM Transactions on Graphics, 38(4), 2019. Guoping Li, Auke Jan Ijspeert, and Mitsuhiro Hayashibe. AI-CPG: Adaptive imitated central pattern generators for bipedal locomotion learned through reinforced reflex neural networks. IEEE Robotics and Automation Letters, 9(6):5190-5197, 2024

02Event

Type: Correction
Source: Crossref
Original DOI: 10.1371/journal.pcbi.1011771
Notice DOI: 10.1371/journal.pcbi.1014482
Date: 2026-07-06
Title: Correction: Identifying essential factors for energy-efficient walking control across a wide range of velocities in reflex-based musculoskeletal systems
Reasons: ['Correction']
Work: and Hayashibe, M (?)

Schema constants (for re-runners): correction · crossref

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