Offer the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence The basic definition of AI systems is generalized to eliminate the standard assumption that the objective is fixed and known by the intelligent agent; instead, the agent may be uncertain about the true objectives of the human(s) on whose behalf it operates. The Author-Maintained Website at http://aima.cs.berkeley.edu/ includes text-related comments and discussions,