Previous optimization models on technology adoption assumes a global social planner.

This paper develops an optimization model with multi-agents (i.e., decision makers).

It implies a slower adoption of advanced technologies than a social-planner model.

Technological spillover tends to enhance the lock-in effect with homogeneous agents.

Technological spillover accelerates technology adoption with heterogeneous agents.