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Agent Synthesis

  • Agent synthesis is automatic programming: goal is to have a program that will take a task environment, and from this task environment automatically generate an agent that succeeds in this environment:
    (Think of ⊥ as being like null in Java.)
  • Synthesis algorithm is:
    • sound if, whenever it returns an agent, then this agent succeeds in the task environment that is passed as input
    • complete if it is guaranteed to return an agent whenever there exists an agent that will succeed in the task environment given as input

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