Search Results for author: Shih-Fen Cheng

Found 3 papers, 3 papers with code

Imitating Cost-Constrained Behaviors in Reinforcement Learning

1 code implementation26 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.

Imitation Learning reinforcement-learning +2

Preference-Aware Delivery Planning for Last-Mile Logistics

1 code implementation8 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.

Bayesian Optimization Traveling Salesman Problem

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