Assuming you are referring to Russell & Norvig's Artificial Intelligence: A Modern Approach, a 4th Edition was just released, including chapters about deep learning. With contributions from amongst others: Ian Goodfellow about Deep Learning and Judea Pearl about Causal Networks (see http://aima.cs.berkeley.edu/ack.html)