Papers

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Filtered by domain: recommendation-systemsClear

QD-Rec: Open-Ended Evolution of Recommendations via Quality-Diversity

19 Oct 2026

Open-ended search combined with foundation models has produced advances such as faster algorithms, new results on open mathematical problems, and self-improving agents. We extend this paradigm to recommendation for decision-making, focusing on decisions where the set of possible…

Recommendation Systems

390.0/h

DAEDALUS: Bootstrapping Agent Memory from Self-Generated Tasks

6 Oct 2026

LLM agents often lack the operational knowledge to act reliably in new environments, as they must discover specific tool behaviors or environment conventions on their own.

Recommendation Systems Reinforcement Learning

90.0/h

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