3 papers
cs.LG2026
Deceptive Sequential Decision-Making via Regularized Policy Optimization
Yerin Kim, Alexander Benvenuti, Bo Chen +5
Autonomous systems are increasingly expected to operate in the presence of adversaries, though adversaries may infer sensitive information simply by observing a system. Therefore,…
cs.MA2025
Dynamic Coalition Structure Detection in Natural Language-based Interactions
Abhishek N. Kulkarni, Andy Liu, Jean-Raphael Gaglione +2
In strategic multi-agent sequential interactions, detecting dynamic coalition structures is crucial for understanding how self-interested agents coordinate to influence outcomes. H…
cs.GT2025
Dynamic Coalitions in Games on Graphs with Preferences over Temporal Goals
A. Kaan Ata Yilmaz, Abhishek Kulkarni, Ufuk Topcu
In multiplayer games with sequential decision-making, self-interested players form dynamic coalitions to achieve most-preferred temporal goals beyond their individual capabilities.…