DCEO: Direct Causal Effect Optimization for Long-Term User Value Modeling in E-commerce Search
cs.LG, cs.IR
Submitted: 2026-08-26
Updated: 2026-08-26
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems
- Long-term User Engagement Optimization through Model-agnostic Downstream Rewards Learning
- UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems
- Pantheon: Personalized Multi-objective Ensemble Sort via Iterative Pareto Policy Optimization
- An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation
- GRADE: Personalized Multi-Task Fusion via Group-relative Reinforcement Learning with Adaptive Dirichlet Exploration
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