Aug 27, 2003 ------------- - Recap agents - what they denote - what they conceptualize - Types of agents - rote agent (table-driven) - intelligence was primarily with agent builder, not the agent - reflex agents (condition-action rules) - agents with internal state (a little bit of thinking goes on) - goal-based agents (have a sense of purpose) - utility-based agents (are calculative) - Reading assignments - finish Chapter 1 and Chapter 2 (on your own) - Primary threads in 4804 - search - AI "lifeline" - almost any AI problem can be formulated as search - search compensates for lack of knowledge - knowledge representation and reasoning - knowledge compensates for lack of search - learning - emphasis on evaluation - reinforcement learning - learning without a teacher - in some ways, envelops AI itself - can be viewed as a restatement of the AI problem - Example AI software systems in each of the above categories