15 citations · 21 across the 6 of their papers we have counts for
10 papers
Optimal Policy for Inventory Management with Periodic and Controlled Resets
Yoon Lee, Yonatan Mintz, Anil Aswani +2
Inventory management problems with periodic and controllable resets occur in the context of managing water storage in the developing world and retailing limited-time availability p…
Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming
Meng Qi, Mengxin Wang, Zuo-Jun Shen
In this work, we propose a deep reinforcement learning (DRL) model for finding a feasible solution for (mixed) integer programming (MIP) problems. Finding a feasible solution for M…
3-D Dynamic UAV Base Station Location Problem
Cihan Tugrul Cicek, Zuo-Jun Max Shen, Hakan Gultekin +1
We address a dynamic covering location problem of an Unmanned Aerial Vehicle Base Station (UAV-BS), where the location sequence of a single UAV-BS in a wireless communication netwo…
Rhythmic Control of Automated Traffic -- Part II: Grid Network Rhythm and Online Routing
Xi Lin, Meng Li, Zuo-jun Max Shen +2
Connected and automated vehicle (CAV) technology is providing urban transportation managers tremendous opportunities for better operation of urban mobility systems. However, there…
Fatigue-aware Bandits for Dependent Click Models
Junyu Cao, Wei Sun, Zuo-Jun +2
As recommender systems send a massive amount of content to keep users engaged, users may experience fatigue which is contributed by 1) an overexposure to irrelevant content, 2) bor…
Urban Bike Lane Planning with Bike Trajectories: Models, Algorithms, and a Real-World Case Study
Sheng Liu, Zuo-Jun Max Shen, Xiang Ji
We study an urban bike lane planning problem based on the fine-grained bike trajectory data, which is made available by smart city infrastructure such as bike-sharing systems. The…