6 citations · 29 across the 16 of their papers we have counts for
18 papers
Budget-Efficient Automatic Algorithm Design via Code Graph
Maxime Bouscary, Manxi Wu, Saurabh Amin
Large language models (LLMs) have emerged as powerful tools for automatic algorithm design (AAD). However, existing pipelines remain inefficient. They operate at the granularity of…
Information Design for Spatial Resource Allocation
Ozan Candogan, Manxi Wu
In this paper, we study platforms where resources and jobs are spatially distributed, and resources have the flexibility to strategically move to different locations for better pay…
Market Design for Capacity Sharing in Networks
Saurabh Amin, Patrick Jaillet, Haripriya Pulyassary +1
We study a market mechanism that sets edge prices to incentivize strategic agents to efficiently share limited network capacity. In this market, agents form coalitions, with each c…
Markov -Potential Games
Xin Guo, Xinyu Li, Chinmay Maheshwari +2
We propose a new framework of Markov -potential games to study Markov games. We show that any Markov game with finite-state and finite-action is a Markov -potential game, and…
Capacity Allocation and Pricing of High Occupancy Toll Lane Systems with Heterogeneous Travelers
Haripriya Pulyassary, Ruifan Yang, Zhanhao Zhang +1
In this article, we study the optimal design of High Occupancy Toll (HOT) lanes. In our setup, the traffic authority determines the road capacity allocation between HOT lanes and o…
Convergence and Stability of Coupled Belief--Strategy Learning Dynamics in Continuous Games
Manxi Wu, Saurabh Amin, Asuman Ozdaglar
We propose a learning dynamics to model how strategic agents repeatedly play a continuous game while relying on an information platform to learn an unknown payoff-relevant paramete…