
Developing Pareto-optimal estimation and policy learning to identify the most effective treatment that maximizes total reward from short-term and long-term effects.


coremsg

pareto-optimal-estimation-and-policy-learning-for-short-term-and-long-term-treatment-effects


Pareto-Optimal Estimation and Policy Learning for Short-term and Long-term Treatment Effects


title_rewrite


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.


Optimizing-Treatment-Effects-for-Short-term-and-Long-term-Outcomes


Optimizing Treatment Effects for Short-term and Long-term Outcomes
