RecEvolve: A Knowledge-Driven Autonomous Agent System for Recommender Systems
These findings prove that an autonomous pipeline can dramatically accelerate the pace of machine learning research and stress-test the rigorousness of underlying experimental infrastructure, while also exposing novel challenges such as reward hacking and redundant exploration of failed hypotheses.
W. Pan, He Ma, Shu-Hao Ye et al.
· Proceedings of the 20th ACM... · 1 citation