Intelligent Agent - A Variety of Definitions

A Variety of Definitions

Intelligent agents have been defined many different ways. According to Nikola Kasabov IA systems should exhibit the following characteristics:

  • accommodate new problem solving rules incrementally
  • adapt online and in real time
  • be able to analyze itself in terms of behavior, error and success.
  • learn and improve through interaction with the environment (embodiment)
  • learn quickly from large amounts of data
  • have memory-based exemplar storage and retrieval capacities
  • have parameters to represent short and long term memory, age, forgetting, etc.

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