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Intelligent Agent (Agent Environment (Deterministic vs. stochastic (In a…
Intelligent Agent
Agent Environment
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Episodic vs. sequential
In an episodic environment, the agent‘s experience is divided into atomic episodes.
In sequential environments, the current decision could affect all future of decisions. Eg. Chess and taxi driving.
Static vs. dynamic
If the environment is changing for agent‘s action then the environment is dynamic for that agent otherwise it is static.
Discrete vs.continuous
If the environment has limited number of distinct, clearly defined percepts and actions then the environment is discrete. eg chess
If the environment changes continuously with range of value the environment is continuous. E.g. Taxi driving.
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Types of agents
Human agents
it includes organs like eyes, ears,nose,tongue and skin for the sensor and hands,legs mouth for actuators
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Definition
is anything that can perceive its environment through sensors and acts upon that environment through actuators