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Academic · 1 min

A Semi-Decentralized Approach to Multiagent Control

arXiv:2603.11802v1 Announce Type: new Abstract: We introduce an expressive framework and algorithms for the semi-decentralized control of cooperative agents in environments with communication uncertainty. Whereas …

Mahdi Al-Husseini, Mykel J. Kochenderfer, Kyle H. Wray
44 views
Academic · 1 min

Scaling Laws for Educational AI Agents

arXiv:2603.11709v1 Announce Type: new Abstract: While scaling laws for Large Language Models (LLMs) have been extensively studied along dimensions of model parameters, training data, and …

Mengsong Wu, Hao Hao, Shuzhen Bi, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou
27 views
Academic · 1 min

TimeSqueeze: Dynamic Patching for Efficient Time Series Forecasting

arXiv:2603.11352v1 Announce Type: new Abstract: Transformer-based time series foundation models face a fundamental trade-off in choice of tokenization: point-wise embeddings preserve temporal fidelity but scale …

Sravan Kumar Ankireddy, Nikita Seleznev, Nam H. Nguyen, Yulun Wu, Senthil Kumar, Furong Huang, C. Bayan Bruss
27 views
Academic · 1 min

GPT4o-Receipt: A Dataset and Human Study for AI-Generated Document Forensics

arXiv:2603.11442v1 Announce Type: new Abstract: Can humans detect AI-generated financial documents better than machines? We present GPT4o-Receipt, a benchmark of 1,235 receipt images pairing GPT-4o-generated …

Yan Zhang, Simiao Ren, Ankit Raj, En Wei, Dennis Ng, Alex Shen, Jiayue Xu, Yuxin Zhang, Evelyn Marotta
42 views