3 Types Flashcards

1
Q

7 agent types

A
  • Collaborative Agents
  • Interface Agents
  • Mobile Agents
  • Internet / Information agents
  • Reactive agents
  • Hybrid agents
  • Heterogeneous systems
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2
Q

collaborative agents

A

Collaborative agents are usually deliberative agents (e.g. based on the BDI model), with some reasoning capabilities. They normally have very limited learning capabilities and negotiate with their peers to reach mutually acceptable agreements during cooperative problem solving.

-> solve problems that are too large for a single centralised agent or that are inherently distributed

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3
Q

collaborative agents

applications

A
  • Provide solutions to physically distributed problems
    air-traffic control, management of a team of robots
  • Provide solutions to problems with distributed data sources
    different offices of a multi-national business
  • Provide solutions that need distributed expertise
    health care provision (family doctors, nurses, specialists, laboratory analysis…
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4
Q

interface agents

A

Autonomy and learning in order to perform tasks for their owners. Support and provide proactive assistance to a human. Anticipate user needs, make suggestions, provide advide without explicit user request

  • limited cooperation with other agents
  • limited reasoning and planning capabilities

-> personal assistant

  • automation of routine activities
  • learn and adapt
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5
Q

interface agents

applications

A
Personal assistant
Mail management
Scheduling meetings
Internet browsing
News filtering agent
Buying/selling on behalf of the user
Negotiate a meeting time with other agents
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6
Q

information agents

A

Information agents = Internet agents
Main task: proactive acquisition, mediation and maintenance of relevant information for a user/other agents, manage the access to multiple, heterogeneous and geographically distributed information sources.

  • information retrieval
  • information synthesis and presentation
  • learn and adapt to user preferences
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7
Q

information agents

applications

A

web search engines (crawl, process, compute popularity, build index, store information)

information agents (learn and adapt to user preferences)

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8
Q

heterogeneous systems

A

Homogeneous system: all agents belong to the same type. Agentification of existing applications.

Architectures:

  • flat (any agent can talk to any)
  • federated system (special agents manage the connections)
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