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eess.SY2026
Distributed Covariance Steering via Non-Convex ADMM for Large-Scale Multi-Agent Systems
Augustinos D. Saravanos, Isin M. Balci, Arshiya Taj Abdul +2
This paper studies the problem of steering large-scale multi-agent stochastic linear systems between Gaussian distributions under probabilistic collision avoidance constraints. We…
math.OC2026
Ensemble Kalman Inversion for Constrained Nonlinear MPC: An ADMM-Splitting Approach
Ahmed Khalil, Mohamed Safwat, Efstathios Bakolas
This work proposes a novel Alternating Direction Method of Multipliers (ADMM)-based Ensemble Kalman Inversion (EKI) algorithm for solving constrained nonlinear model predictive con…
cs.MA2026
Game-Theoretic Autonomous Driving: A Graphs of Convex Sets Approach
Nikolaj Käfer, Ahmed Khalil, Edward Huynh +2
Multi-vehicle autonomous driving couples strategic interaction with hybrid (discrete-continuous) maneuver planning under shared safety constraints. We introduce IBR-GCS, an Iterati…