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math.OC2024
Contextual Bilevel Reinforcement Learning for Incentive Alignment
Vinzenz Thoma, Barna Pasztor, Andreas Krause +2
The optimal policy in various real-world strategic decision-making problems depends both on the environmental configuration and exogenous events. For these settings, we introduce C…
math.OC2023★ 2 cited
Contextual Stochastic Bilevel Optimization
Yifan Hu, Jie Wang, Yao Xie +2
We introduce contextual stochastic bilevel optimization (CSBO) -- a stochastic bilevel optimization framework with the lower-level problem minimizing an expectation conditioned on…