1 code implementation • 26 Mar 2024 • Qian Shao, Pradeep Varakantham, Shih-Fen Cheng
Generally speaking, imitation learning is designed to learn either the reward (or preference) model or directly the behavioral policy by observing the behavior of an expert.
1 code implementation • 8 Mar 2023 • Qian Shao, Shih-Fen Cheng
However, despite many decades of solid research on solving these VRP instances, we still see significant gaps between optimized routes and the routes that are actually preferred by the practitioners.
1 code implementation • 24 Jan 2022 • Changyu Chen, Avinandan Bose, Shih-Fen Cheng, Arunesh Sinha
Recent work has used generative models (GANs in particular) for providing high-fidelity simulation of real-world systems.