The subject of this thread, autonomous robots, reminded me vividly of the opening scene in the movie I, Robot. The character played by Will Smith was saved from drowning when the robot that saved him "calculated" the probability of a successful rescue was greater for Will Smith's character than it was for a little girl child, also trapped underwater in the vehicle wreckage, and most certainly greater than the probability that both could be successfully rescued. So Smith's character survived, albeit with extensive damage to his right arm as a result of being forcibly pulled from the wreckage by the autonomous robot. The little girl drowned.
Smith's character was a policeman and would have gladly sacrificed his own life to save the little girl, but the robot ignored his pleas to save the child. The company that built the robot re-built a prosthetic arm for Smith's character, indistinguishable from a natural arm except it was stronger and presumable "better" than the "meat" version it replaced. This didn't cut any ice with Smith's character and most of the rest of the movie revolves around the tension and mistrust it produced in Smith's character.
So, in the opening scene, Smith's character spots a robot running through a crowd of people, holding a woman's purse high and in front of the robot. Smith's character immediately jumps to the conclusion that the robot is somehow defective and is behaving as a criminal purse snatcher. It turns out that the robot was not defective at all but was trying its best to deliver some medicine its owner had forgotten to take. As the common plot trope goes, "it's complicated."
Fire fighting, or any other activity involving human beings interacting with other human beings, is extremely complicated. AFAIK, the AI community is nowhere close to building a robot, autonomous or otherwise, that even faintly resembles how a human being would respond to a given set of circumstances, perhaps because no one can predict responses of human beings with one hundred percent certainty. There is just too much uncertainty and randomness involved to hope to yield a "clean" solution with the technology available today. Perhaps down the road a quantum computer might be able to solve the problem... but not yet, not today.