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cs.LG2022
A Unifying Framework for Online Optimization with Long-Term Constraints
Matteo Castiglioni, Andrea Celli, Alberto Marchesi +2
We study online learning problems in which a decision maker has to take a sequence of decisions subject to long-term constraints. The goal of the decision maker is to maximize…
cs.GT2022
Faster No-Regret Learning Dynamics for Extensive-Form Correlated and Coarse Correlated Equilibria
Ioannis Anagnostides, Gabriele Farina, Christian Kroer +2
A recent emerging trend in the literature on learning in games has been concerned with providing faster learning dynamics for correlated and coarse correlated equilibria in normal-…