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Academic · 1 min

Hybrid Self-evolving Structured Memory for GUI Agents

arXiv:2603.10291v1 Announce Type: new Abstract: The remarkable progress of vision-language models (VLMs) has enabled GUI agents to interact with computers in a human-like manner. Yet …

Sibo Zhu, Wenyi Wu, Kun Zhou, Stephen Wang, Biwei Huang
22 views
Academic · 1 min

FERRET: Framework for Expansion Reliant Red Teaming

arXiv:2603.10010v1 Announce Type: cross Abstract: We introduce a multi-faceted automated red teaming framework in which the goal is to generate multi-modal adversarial conversations that would …

Ninareh Mehrabi, Vitor Albiero, Maya Pavlova, Joanna Bitton
28 views
Academic · 1 min

Trajectory-Informed Memory Generation for Self-Improving Agent Systems

arXiv:2603.10600v1 Announce Type: new Abstract: LLM-powered agents face a persistent challenge: learning from their execution experiences to improve future performance. While agents can successfully complete …

Gaodan Fang, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Gegi Thomas
32 views