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07/16/2023
Information Design for Spatial Resource Allocation
In this paper, we study platforms where resources and jobs are spatially...
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07/08/2023
Market Design for Dynamic Pricing and Pooling in Capacitated Networks
We study a market mechanism that sets edge prices to incentivize strateg...
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05/21/2023
Markov α-Potential Games: Equilibrium Approximation and Regret Analysis
This paper proposes a new framework to study multi-agent interaction in ...
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04/18/2023
Capacity Allocation and Pricing of High Occupancy Toll Lane Systems with Heterogeneous Travelers
In this article, we study the optimal design of High Occupancy Toll (HOT...
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06/18/2022
Pursuit of a Discriminative Representation for Multiple Subspaces via Sequential Games
We consider the problem of learning discriminative representations for d...
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06/12/2022
Convergence and Stability of Coupled Belief–Strategy Learning Dynamics in Continuous Games
We propose a learning dynamics to model how strategic agents repeatedly ...
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05/29/2022
Independent and Decentralized Learning in Markov Potential Games
We propose a multi-agent reinforcement learning dynamics, and analyze it...
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04/12/2022
Inducing Social Optimality in Games via Adaptive Incentive Design
How can a social planner adaptively incentivize selfish agents who are l...
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03/27/2022
Interpretable Machine Learning Models for Modal Split Prediction in Transportation Systems
Modal split prediction in transportation networks has the potential to s...
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10/17/2021
Dynamic Tolling for Inducing Socially Optimal Traffic Loads
How to design tolls that induce socially optimal traffic loads with dyna...
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09/02/2021
Multi-agent Bayesian Learning with Best Response Dynamics: Convergence and Stability
We study learning dynamics induced by strategic agents who repeatedly pl...
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02/18/2021
Efficient Carpooling and Toll Pricing for Autonomous Transportation
In this paper, we address the existence and computation of competitive e...
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10/18/2020
Multi-agent Bayesian Learning with Adaptive Strategies: Convergence and Stability
We study learning dynamics induced by strategic agents who repeatedly pl...
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05/11/2019
Learning an Unknown Network State in Routing Games
We study learning dynamics induced by myopic travelers who repeatedly pl...
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08/31/2018
Value of Information Systems in Routing Games
We study a routing game in an environment with multiple heterogeneous in...
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04/02/2018
Securing Infrastructure Facilities: When does proactive defense help?
Infrastructure systems are increasingly facing new security threats due ...
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04/02/2018
Security of Transportation Networks: Modeling Attacker-Defender Interaction
Transportation networks are increasingly facing new security threats due...
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03/22/2018