64 citations · 108 across the 19 of their papers we have counts for
8 papers · 1 filter
The Safety-Privacy Tradeoff in Linear Bandits
Arghavan Zibaie, Spencer Hutchinson, Ramtin Pedarsani +1
We consider a collection of linear stochastic bandit problems, each modeling the random response of different agents to proposed interventions, coupled together by a global safety…
The Role of Differentiation in Tolling of Traffic Networks with Mixed Autonomy
Daniel A. Lazar, Ramtin Pedarsani
With autonomous vehicles now sharing roads with human drivers, the era of mixed autonomy brings new challenges in dealing with congestion. One cause of congestion is when vehicle u…
Optimal Tolling for Multitype Mixed Autonomous Traffic Networks
Daniel A. Lazar, Ramtin Pedarsani
When selfish users share a road network and minimize their individual travel costs, the equilibrium they reach can be worse than the socially optimal routing. Tolls are often used…
Optimal Tolling for Heterogeneous Traffic Networks with Mixed Autonomy
Daniel A. Lazar, Samuel Coogan, Ramtin Pedarsani
When people pick routes to minimize their travel time, the total experienced delay, or social cost, may be significantly greater than if people followed routes assigned to them by…
Ride-Sharing Networks with Mixed Autonomy
Qinshuang Wei, Jorge Alberto Rodriguez, Ramtin Pedarsani +1
We consider ride-sharing networks served byhuman-driven vehicles and autonomous vehicles. First, wepropose a novel model for ride-sharing in this mixed autonomysetting for a multi-…
Altruistic Autonomy: Beating Congestion on Shared Roads
Erdem Bıyık, Daniel Lazar, Ramtin Pedarsani +1
Traffic congestion has large economic and social costs. The introduction of autonomous vehicles can potentially reduce this congestion, both by increasing network throughput and by…