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Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies.

Chih-Wei HsuMartin MladenovOfer MeshiJames PineHubert PhamShane LiXujian LiangAnton PolishkoLi YangBen ScheetzCraig Boutilier
Published in: SIGIR (2024)
Keyphrases
  • recommender systems
  • preference elicitation
  • collaborative filtering
  • user preferences
  • user profiles
  • utility function
  • user model
  • minimax regret
  • dynamic programming
  • genetic algorithm
  • inverse reinforcement learning