Academic

Academic

Academic · 1 min

MARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery

arXiv:2603.20295v1 Announce Type: new Abstract: Uncovering causal structures from observational data is crucial for understanding complex systems and making informed decisions. While reinforcement learning (RL) …

Dong Li, Zhengzhang Chen, Xujiang Zhao, Linlin Yu, Zhong Chen, Yi He, Haifeng Chen, Chen Zhao
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Academic · 1 min

Collaborative Adaptive Curriculum for Progressive Knowledge Distillation

arXiv:2603.20296v1 Announce Type: new Abstract: Recent advances in collaborative knowledge distillation have demonstrated cutting-edge performance for resource-constrained distributed multimedia learning scenarios. However, achieving such competitiveness …

Jing Liu, Zhenchao Ma, Han Yu, Bobo Ju, Wenliang Yang, Chengfang Li, Bo Hu, Liang Song
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Academic · 1 min

Transformer-Based Predictive Maintenance for Risk-Aware Instrument Calibration

arXiv:2603.20297v1 Announce Type: new Abstract: Accurate calibration is essential for instruments whose measurements must remain traceable, reliable, and compliant over long operating periods. Fixed-interval programs …

Adithya Parthasarathy, Aswathnarayan Muthukrishnan Kirubakaran, Akshay Deshpande, Ram Sekhar Bodala, Suhas Malempati, Nachiappan Chockalingam, Vinoth Punniyamoorthy, Seema Gangaiah Aarella
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