3 papers
eess.SY2024
Learning and steering game dynamics towards desirable outcomes
Ilayda Canyakmaz, Iosif Sakos, Wayne Lin +2
Game dynamics, which describe how agents' strategies evolve over time based on past interactions, can exhibit a variety of undesirable behaviours including convergence to suboptima…
math.OC2023
Multiplicative Updates for Online Convex Optimization over Symmetric Cones
Ilayda Canyakmaz, Wayne Lin, Georgios Piliouras +1
We study online convex optimization where the possible actions are trace-one elements in a symmetric cone, generalizing the extensively-studied experts setup and its quantum counte…
eess.SY2022
Consensus of Homogeneous Agents with General Linear Dynamics under Switching Communication Networks
Chong Jin Ong, Ilayda Canyakmaz
This work addresses the synchronization/consensus problem of identical multi-agent system (MAS) where the agents' dynamics are linear and the communication network is arbitrarily s…