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Agents (Features of Agents (Work for a master, Autonomous, Mobility,…
Agents
Features of Agents
Work for a master
Autonomous
Mobility
Proactive
Intelligent
Knowledge
Reactive with environments
Rationality
Learning
Ability to corporate
Rationale Agents
Simple reflex agents
They choose actions only based on the current percept.
Model based reflex agent
use model of the world to choose their actions.
Utility based agents
They choose actions based on a preference (utility) for each state
Goal based agents
They choose their actions in order to achieve goals
P.E.A.S
Performance measure
Environment
Percept sequence
It is the history of all that an agent has perceived till date.
Actions
Actions which Agents can carry out
Percept
It is agent’s perceptual inputs at a given instance.
Environment properties
Discrete/Continuous
Observable /Partially Observable
Static /Dynamic
Single agent /Multiple agents
Accessible /Inaccessible
Deterministic /Non deterministic
Episodic/ Non episodic
Actuators
Sensors
Types of Agents
Human Agent
Software Agent
Hardware Agent