Author

Mohamed Trabelsi

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#artificial intelligence Preprint Sep 2026

Autonomous Research for Open-Ended Problems: A Case Study on Telecom Ticket Retrieval

This paper explores how autonomous research can be adapted to solve open-ended, industry-grade ML problems, by considering a case study: telecom ticket retrieval, an open-ended task with degrees of freedom in representation, architecture, and training data generation and discovers that autonomous research for open-ende...

Junghyun Min, H. Uzunalioglu, Mohamed Trabelsi · 0 citations

#artificial intelligence Preprint Aug 2026

ASTRA - Agentic System for Ticket Resolution and Analysis

ASTRA, an agentic system for ticket resolution in which a central orchestrator coordinates three specialist information-gathering agents and drives a judge-orchestrator refinement loop to produce evidence-backed troubleshooting reports, is proposed.

Shashidhar Reddy Javaji, Mohamed Trabelsi, Jin Cao et al. · 0 citations