The present paper discusses an agent-based approach to the modeling of Demand Responsive Transport system. We’re investigating applicability of Combinatorial Auctions for dynamic generation of effective routes in such systems. Various modeling problems outlined, approaches for resolving these problems are described shortly. Also discussed a program prototype, which demonstrates described approach.