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A Primal Condition for Approachability with Partial Monitoring
Primal Condition Approachability with Partial Monitoring
2013/6/17
In approachability with full monitoring there are two types of conditions that are known to be equivalent for convex sets: a primal and a dual condition. The primal one is of the form: a set C is appr...
Robust approachability and regret minimization in games with partial monitoring
Robust approachability regret games partial monitoring
2011/6/20
Approachability has become a standard tool in analyzing learning algorithms in the adversarial
online learning setup. We develop a variant of approachability for games where there is ambiguity
in th...
Toward a Classification of Finite Partial-Monitoring Games
Online algorithms Online learning Imperfect feedback Regret analysis
2011/3/25
Partial-monitoring games constitute a mathematical framework for sequential decision making problems with imperfect feedback: The learner repeatedly chooses an action, opponent responds with an outcom...