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An AI agent is a type of software that can perceive its environment, reason about goals, and take actions to achieve those goals with a degree of independence. AI agents leverage various techniques like machine learning, natural language processing, knowledge representation, automated planning, and more to function effectively.
Intelligence agency. An intelligence agency is a government agency responsible for the collection, analysis, and exploitation of information in support of law enforcement, national security, military, public safety, and foreign policy objectives. [1]
Intelligent Agent 6 Definition: An intelligent agent perceives its environment via sensors and acts rationally upon that environment with its effectors. A discrete agent receives percepts one at a time, and maps this percept sequence to a sequence of discrete actions. Properties – autonomous – reactive to the environment – pro-active ...
The significance of intelligent agents within the AI landscape is underpinned by their transformative influence on multiple fronts. These agents are instrumental in driving paradigm shifts in AI advancements, contributing to the automation of myriad tasks, and revolutionizing decision-making processes through their cognitive capabilities.
Feb 28, 2024 · Agent AI represents a new paradigm that sheds light on embodied intelligence, emphasizing the importance of an integrated approach for interactive agents in complex dynamics. This approach is motivated by the belief that intelligence arises from the intricate interplay between learning, memory, action, perception, planning, and cognition (Fig. 2 ).
Jun 20, 2024 · In its first part, we survey the state of the art in research on agent architectures. The architecture of an agent describes its modules and capabilities, and how these operate together. We structure the field by investigating three important research threads, i.e. architectures for reactive agents, deliberative agents and interacting agents.
