Yashar Deldjoo

Composing Agents, Compounding Risks: A Tutorial on Robustness and Alignment in Multi-Agent Recommender Systems

Multi-agent recommender systems are emerging as a new design paradigm in which LLM-powered agents plan over context, invoke tools, exchange intermediate outputs, and maintain memory across interactions. While these compositions create new opportunities for interactive and modular recommendation, they also introduce sys...