A survey on distributed online optimization and online games
Distributed online optimization and online games have been increasingly researched in the
last decade, mostly motivated by their wide applications in sensor networks, robotics (eg …
last decade, mostly motivated by their wide applications in sensor networks, robotics (eg …
Communication Efficient Decentralization for Smoothed Online Convex Optimization
We study the multi-agent Smoothed Online Convex Optimization (SOCO) problem, where $
N $ agents interact through a communication graph. In each round, each agent $ i …
N $ agents interact through a communication graph. In each round, each agent $ i …
Augment Decentralized Online Convex Optimization with Arbitrarily Bad Machine-Learned Predictions
Decentralized online convex optimization (DOCO), as a pivotal computational paradigm in
machine learning, has been applied to many critical tasks. However, existing DOCO …
machine learning, has been applied to many critical tasks. However, existing DOCO …