6 citations · 16 across the 25 of their papers we have counts for
7 papers · 1 filter
Dynamic Auction Mechanisms in a Closed-Credit Economy: Sequential Slot Reallocation in Air Traffic Management
Jihun Kim, Pan-Yang Su, Maria G. Mendoza +3
Indivisible resources allocated in advance may need to be reallocated when capacity reductions make existing assignments infeasible, yet monetary compensation is often impractical…
Distributed Learning of -Potential Functions in Strategic Multi-agent Systems
Yifei Chen, Chinmay Maheshwari
We study the problem of computing the tightest \(α\)-potential approximation of a general-sum game over continuous action spaces, within a prescribed class of potential functions a…
Orchestrating Level- Policies Against Unknown Opponents in Partially-Observable Dynamic Games
Addison Kalanther, Sanika Bharvirkar, Daniel Bostwick +2
Level- reasoning generates a hierarchy of policies specialized to opponents with different reasoning levels. When an opponent's level is unknown, a common deployment rule estima…
Nash Approximation Gap in Truncated Infinite-horizon Partially Observable Markov Games
Lan Sang, Chinmay Maheshwari
Partially Observable Markov Games (POMGs) provide a general framework for modeling multi-agent sequential decision-making under asymmetric information. A common approach is to refo…
NePPO: Near-Potential Policy Optimization for General-Sum Multi-Agent Reinforcement Learning
Addison Kalanther, Sanika Bharvirkar, Shankar Sastry +1
Multi-agent reinforcement learning (MARL) is increasingly used to design learning-enabled agents that interact in shared environments. However, training MARL algorithms in general-…
Resilient Decentralized Ergodic Coverage for Scalable Multi-Robot Systems in Unknown Time-Varying Environments
Maria G. Mendoza, Victoria Marie Tuck, Chinmay Maheshwari +1
Maintaining situational awareness in high-stakes multi-robot applications requires balancing exploration of unobserved regions with sustained monitoring of changing Regions of Inte…
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…