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A cautionary comment: within the infinite horizon case, the low cost factor has the function of making certain the existence of a finite value. VII we briefly touch the analysis of the sport for a finite horizon. In Sec. IV we derive the evaluation of finest responses whereas symmetric Nash equilibria are characterized in Sec. The value perform and the policy weights are up to date using a concurrent studying-based least squares strategy to attenuate the instantaneous BEs and the BEs evaluated at preselected factors. It is shown that underneath a situation milder than PE, uniformly in the end bounded (UUB) convergence of the value function weights and the coverage weights to their true values might be established. POSTSUBSCRIPT. The following assumption, which on the whole is weaker than the PE assumption, is required for convergence of the concurrent studying-based worth perform weight estimates. POSTSUBSCRIPT. The usage of two completely different sets of estimates to approximate the same set of very best weights is motivated by the following stability analysis and the truth that it facilitates an approximation of the BEs that’s affine in the worth operate weights, enabling least squares-based mostly adaptation. On this paper our evaluation is restricted to the viewcount. A linear cumulative value for acceleration can also be one of our assumptions in the remainder of the paper.
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