Saturday, 2 June 2018

What is Intelligent Agent ?

Ability to Exist be Autonomous , Reactive, Goal-Oriented, etc.

- are the basic abilities of an Intelligent Agent


"Agent" can be considered as a theoretical concept from AI.
Many different definitions exist in the literature.

Agent Definition
 An agent is an entity which is :
 - Situated in some environment.
 - Autonomous, in the sense that it can act without direct intervention from humans or other software processes, and controls over its own actions and internal state.
 - Flexible which means:
           Responsive (reactive): agents should perceive their environment and respond to changes that occur in it;
           Proactive: agents should not simply act in response to their environment, they should be able to exhibit opportunistic, goal-directed behavior and take the initiative when appropriate;
           Social: agents should be able to interact with humans or other artificial agents.

        "A Roadmap of agent research and development", N.Jennings, K.Sycara, M.Wooldridge (1998)

  American Heritage Dictionary:
       agent-
             "... one that acts or has the power or authority to act... or represent another"

"Intelligent agents continuously perform three functions: perception of dynamic conditions in the environment; action to affect conditions in the environment; and reasoning to interpret perceptions, solve problems, draw inferences, and determine actions."

Agent & Environments
  The agent takes sensory input its environment, and produces as output actions that affect it.


Internal and External Environment of an Agent:-


Overall Intelligent Agent  [Terziyan, 1993]

1) is goal-oriented, because it should have at least one goal to keep continuously balance between its internal and external environments ;
2) is creative because of the ability to change external environment;
3) is adaptive because of the ability to change internal environment;
4) is mobile because of the ability to move to another place;
5) is social because of the ability to communicate to create a community;
6) is self-configurable because of the ability to protect "mental health" by sensing only a "suitable" part of the environment.

Three groups of agents
Backseat driver: helps the user during some task (e.g., Microsoft Office Assistant);
Taxi driver: knows where to go when you tell the destination;
Caretaker: know where to go, when and why

Agent's Function Maps


The agent function maps from percept histories to actions:

Agents example
 Human agent:
    -eyes, ears, and other organs for sensors;
    - hands, legs, mouth, and other body parts for actuators
 Robotic agent
     - cameras and infrared range finders for sensors
     - various motors for actuators


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