Various embodiments relate generally to autonomous vehicles and associated mechanical, electrical and electronic hardware, computer software and systems, and wired and wireless network communications to provide an autonomous vehicle fleet as a service. In particular, a method may include receiving, at an autonomous vehicle system, a command to control an ambient feature associated with the autonomous vehicle system. One or more courses of action may be determined based on the command. In addition, one or more probabilistic models associated with the one or more courses of action may also be determined. Based on the one or more probabilistic models, confidence levels may also be determined to form a subset of the one or more courses of action. A course of action from the subset of the one or more courses of action may then be executed at the autonomous vehicle system responsive to the command.
Interactive autonomous vehicle command controller