Original ResearchPublished 18 September 2026Reliability-aware knowledge distillation with self-evolving supervision for robust robotic visual perceptionYanlong Li · Xiaonan Wei · Zhenjie Jiang · Yi Gao · Kaiqi ChenFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1948436
EditorialPublished 3 September 2026Editorial: Robotic perception, multi-robot exploration, mapping, and autonomous computingFaiza Gul · Laith Abualigah · Rafal Szczepanski · Imran MirFrontiers in Robotics and AIdoi 10.3389/frobt.2026.1974584
Original ResearchPublished 23 June 2026Confidence-driven adaptive time window for real-time driver fatigue detection in Level 2-3 autonomous vehicles: a multi-dataset validation studyWantong Xie · Peng XiaoFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1857548
