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Enhancing Rationality with Table-Driven Agents

Explore how table-driven agents make decisions based on percept sequences, maximizing performance with built-in knowledge and percepts from the environment. Learn the functions and benefits of table-driven agents in intelligent systems.

eddiejmoore
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Enhancing Rationality with Table-Driven Agents

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  1. Ch. 2 – Intelligent Agents Supplemental slides for CSE 327 Prof. Jeff Heflin

  2. Agent Agent rational agent: For each possible percept sequence, a rational agent should select an action that is expected to maximize its performance measure, given the evidence provided by the percept sequence and whatever built-in knowledge the agent has. percepts sensors Environment ? actions actuators

  3. Table Driven Agent function TABLE-DRIVEN-AGENT(percept)returns an action static: percepts, a sequence, initially emptytable, a table of actions, indexed by percept sequences append percept to the end of perceptsaction  LOOKUP(percepts, table)returnaction From Figure 2.7, p. 47

  4. Table Driven Agent function name input output type function TABLE-DRIVEN-AGENT(percept)returns an action static: percepts, a sequence, initially emptytable, a table of actions, indexed by percept sequences append percept to the end of perceptsaction  LOOKUP(percepts, table)returnaction From Figure 2.7, p. 47 assignment operation function call output value static variables: maintain values between function calls, like instance variables in OO, but can only be referenced within the function

  5. Rock, Scissors, Paper Table Driven Agent

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