80 citations · 167 across the 23 of their papers we have counts for
4 papers · 1 filter
Budget-Constrained Multi-Armed Bandits with Multiple Plays
Datong P. Zhou, Claire J. Tomlin
We study the multi-armed bandit problem with multiple plays and a budget constraint for both the stochastic and the adversarial setting. At each round, exactly out of possi…
A Sequential Approximation Framework for Coded Distributed Optimization
Jingge Zhu, Ye Pu, Vipul Gupta +2
Building on the previous work of Lee et al. and Ferdinand et al. on coded computation, we propose a sequential approximation framework for solving optimization problems in a distri…
A Hybrid Framework for Multi-Vehicle Collision Avoidance
Aparna Dhinakaran, Mo Chen, Glen Chou +2
With the recent surge of interest in UAVs for civilian services, the importance of developing tractable multi-agent analysis techniques that provide safety and performance guarante…
How Peer Effects Influence Energy Consumption
Datong P. Zhou, Mardavij Roozbehani, Munther A. Dahleh +1
This paper analyzes the impact of peer effects on electricity consumption of a network of rational, utility-maximizing users. Users derive utility from consuming electricity as wel…