Systems and methods are provided for implementing traffic management techniques in connected, but not necessarily autonomous vehicles. In accordance with one embodiment, a method comprises determining a first vehicle instruction based on vehicle-related data; transmitting the first vehicle instruction to a first vehicle; when the first vehicle performs an action, inferring whether the action is in response to the first vehicle instruction; and based on the inference, transmitting a second vehicle instruction with a compensation action to a second vehicle.