Optimal Control Synthesis of Closed-Loop Recommendation Systems
No mentions found
This entity hasn't been tracked yet, or Iris is still building its knowledge base.
Related Articles from SNS
Optimal Control Synthesis of Closed-Loop Recommendation Systems over Social Networks
arXiv:2603.10275v2 Announce Type: replace Abstract: This paper addresses the problem of designing recommendation systems for social networks and e-commerce platforms from a control-theoretic perspective. We treat the design of recommendation systems as a state-feedback infinite-horizon optimal control problem with a performance index that (i) rewards alignment and engagement, (ii) penalizes polarization and large deviations from an uncontrolled baseline, and (iii) regularizes exposure across...