Breaking the Filter Bubble: A Semantic Pareto-DQN Framework for Multi-Objective Recommendation

Cláudio Lúcio Do Val Lopes, Lucca Machado da Silva, André de Oliveira Brandão

Recommender systems often induce filter bubbles and semantic homogenization by monolithically optimizing for immediate user engagement. Standard single-objective models, including…