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A cautionary comment: within the infinite horizon case, the low cost issue has the position of ensuring the existence of a finite price. VII we briefly contact the evaluation of the sport for a finite horizon. In Sec. IV we derive the analysis of finest responses whereas symmetric Nash equilibria are characterized in Sec. The worth function and the coverage weights are up to date using a concurrent studying-based mostly least squares method to attenuate the instantaneous BEs and the BEs evaluated at preselected points. It’s proven that beneath a situation milder than PE, uniformly ultimately bounded (UUB) convergence of the value perform weights and the coverage weights to their true values may be established. POSTSUBSCRIPT. The following assumption, which usually is weaker than the PE assumption, is required for convergence of the concurrent learning-based value function weight estimates. POSTSUBSCRIPT. The usage of two totally different sets of estimates to approximate the identical set of excellent weights is motivated by the next stability analysis and the fact that it facilitates an approximation of the BEs that’s affine in the value operate weights, enabling least squares-primarily based adaptation. In this paper our analysis is restricted to the viewcount. A linear cumulative cost for acceleration is also one of our assumptions in the rest of the paper.
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