Parameter adaptive resource allocation problem for a decentralized dynamic system

A dynamic resource allocation problem under uncertainty is considered. A specific decentralized information structure is assumed to examine on-line coordination procedures through message exchanges. First, an optimal solution for a deterministic version of the problem is obtained. Based on the optimal solution, suboptimal decision rules with learning are discussed for stochastic processes. In particular, an adaptive decision rule with an active learning effect is proposed.