Coming from cognitive neuroscience surprised that Explorations in Parallel Distributed Processing by McClelland and Rumelhart doesn’t get more attention as a classic in bridging old school AI approaches with the modern paradigm.
Any more recommendations?
PS: You might find Vehicles: Experiments in Synthetic Psychology by Valentino Braitenberg interesting if you don't already know of it.