18CSC305J - Artificial Intelligence UNIT 1
12M: Explain the types of intelligent agents. Agent: An agent is anything is anything that can be viewed as perceiving its environment through sensors and acting upon the environment through actuators Agent Program: Agent’s behavior is mathematically described by an agent function Agent’s behavior is practically described by an agent program It is the real implementation AI designs the agent program To design an agent program, we need to understand Percepts Actions Goals Environment Types: Simple reflex agents Model based reflex agents Goal based agents Utility based agents Simple reflex agents: Uses just condition action rules Works only if the environment is fully observable Model based reflex agents: For the world that is partially observable The agent has to keep track of an internal state that depends on the percept history Goal based agents: Current state of the environment is always not enough The goal is to achieve correctness Utility based agents: Goals alone are n...
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