2 citations · 6 across the 5 of their papers we have counts for
5 papers
Interference Constrained Beam Alignment for Time-Varying Channels via Kernelized Bandits
Yuntian Deng, Xingyu Zhou, Arnob Ghosh +2
To fully utilize the abundant spectrum resources in millimeter wave (mmWave), Beam Alignment (BA) is necessary for large antenna arrays to achieve large array gains. In practical d…
Weighted Gaussian Process Bandits for Non-stationary Environments
Yuntian Deng, Xingyu Zhou, Baekjin Kim +3
In this paper, we consider the Gaussian process (GP) bandit optimization problem in a non-stationary environment. To capture external changes, the black-box function is allowed to…
Incentive Design and Profit Sharing in Multi-modal Transportation Network
Yuntian Deng, Shiping Shao, Archak Mittal +4
We consider the situation where multiple transportation service providers cooperate to offer an integrated multi-modal platform to enhance the convenience to the passengers through…
Multi-Objective Vehicle Rebalancing for Ridehailing System using a Reinforcement Learning Approach
Yuntian Deng, Hao Chen, Shiping Shao +3
The problem of designing a rebalancing algorithm for a large-scale ridehailing system with asymmetric demand is considered here. We pose the rebalancing problem within a semi Marko…
Fleet Sizing and Charger Allocation in Electric Vehicle Sharing Systems
Yuntian Deng, Abhishek Gupta, Ness B. Shroff
In this paper, we propose a closed queueing network model for performance analysis of electric vehicle sharing systems with a certain number of chargers in each neighborhood. Depen…