Constrained Triple-Head Price Optimization (C3PO) Network for Discrete-Choice Models
The C3PO network solves bi-level optimization problems in discrete choice settings by proposing a constrained triplehead price optimization (C3PO) model. It integrates imitation learning, in-context learning, and multi-task learning to generate pricing recommendations that respect business constraints. The model outperforms classical methods across various choice models.