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통찰 - Pareto-Optimal Estimation and Policy Learning
Optimizing Treatment Effects for Short-term and Long-term Outcomes
This paper focuses on developing Pareto-optimal estimation and policy learning to identify the most effective treatment that maximizes total reward from both short-term and long-term effects. The authors introduce a novel algorithm to tackle the challenges of balancing short-term and long-term outcomes in treatment optimization.
Pareto-Optimal Estimation and Policy Learning for Short-term and Long-term Treatment Effects
Developing Pareto-optimal estimation and policy learning to identify the most effective treatment that maximizes total reward from short-term and long-term effects.
