99 citations · 100 across the 17 of their papers we have counts for
4 papers · 1 filter
Congestion Games with Heterogeneous Valuations: An Optimal Transport Approach
Pan-Yang Su, Negar Mehr, Shankar Sastry
In emerging urban mobility and logistics applications, such as advanced air mobility, electric vehicle charging, and shared service systems, agents with heterogeneous valuations ch…
Game-to-Real Gap: Quantifying the Effect of Model Misspecification in Network Games
Bryce L. Ferguson, Chinmay Maheshwari, Manxi Wu +1
Game-theoretic models and solution concepts provide rigorous tools for predicting collective behavior in multi-agent systems. In practice, however, different agents may rely on dif…
Adaptive Incentive Design with Learning Agents
Chinmay Maheshwari, Kshitij Kulkarni, Manxi Wu +1
We propose an adaptive incentive mechanism that learns the optimal incentives in environments where players continuously update their strategies. Our mechanism updates incentives b…
Congestion Pricing for Efficiency and Equity: Theory and Applications to the San Francisco Bay Area
Chinmay Maheshwari, Kshitij Kulkarni, Druv Pai +3
Congestion pricing, while adopted by many cities to alleviate traffic congestion, raises concerns about widening socioeconomic disparities due to its disproportionate impact on low…