Smooth Learning with Hard Constraints via Legendre-Regularized Policies

Zikun Lin, Rui Chen, Yijie Wang

We revisit contextual optimization from the perspective of policy class design. A desirable policy class should be expressive enough to learn rich context-decision relationships, s…