Everything about Distributed artificial intelligence
Subfield of artificial intelligence
Distributed Artificial Intelligence (DAI) is a melding of artificial intelligence with distributed computing. From artificial intelligence comes the theory and technology for constructing or analyzing an intelligent system. But where artificial intelligence uses psychology as a source of ideas, inspiration, and metaphor, DAI uses sociology, economics, and management science for inspiration. Where the focus of artificial intelligence is on the individual, the focus of DAI is on the group. Distributed computing provides the computational substrate on which this group focus can occur. Using techniques from artificial intelligence, communication theory, control theory, and interaction theory, it produces a cooperative solution to problems by a decentralized group of computational entities (agents). Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Distributed artificial intelligenceA 5-minute orientation
- Skim a recent paper: Distributed Artificial Intelligence Empowered by End-Edge-Cloud Computing: A SurveyInfluential work since 2022
- Pick up a classic book: Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed ComputingThe most-reprinted book on the subject
- Read the landmark paper: Distributed, decentralized, and democratized artificial intelligenceCited 157 times
- Go sideways: Multi-agent systemA closely related topic
- Go sideways: Situated approach (artificial intelligence)A closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Distributed, decentralized, and democratized artificial intelligence
Open Information Systems Semantics for distributed artificial intelligence
Trends in distributed artificial intelligence
Distributed artificial intelligence for group decision support
Distributed artificial intelligence for runtime feature-interaction resolution
A Survey on Trusted Distributed Artificial Intelligence
Designing intelligent manufacturing systems: A distributed artificial intelligence approach
Distributed artificial intelligence: Taxonomy, review, framework, and reference architecture
🆕 Influential since 2022
Distributed Artificial Intelligence Empowered by End-Edge-Cloud Computing: A Survey
Artificial intelligence-driven distributed acoustic sensing technology and engineering application
Distributed Artificial Intelligence Application in Agri-food Supply Chains 4.0
A hybrid artificial intelligence and semi-distributed model for runoff prediction
Generative artificial intelligence for distributed learning to enhance smart grid communication
📚 Books worth reading
Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed ComputingRoger Y. Lee · 2010
New Frontiers In Artificial IntelligenceDaisuke Bekki · 2011- 📕Distributed Artificial IntelligenceSatya Prakash Yadav, Dharmendra Prasad Mahato · 2020
Selecting Models from DataP. Cheeseman · 1994- 📕Multiagent SystemsGerhard Weiss · 2000
Distributed artificial intelligenceMichael N. Huhns · 1987
Distributed Computing and Artificial IntelligenceSigeru Omatu · 2012
Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing 2012Roger Y. Lee · 2012
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
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- Collaborative intelligence Collaborative intelligence is distinguished from collective intelligence in three key ways: First, in collective intelligence there is a central controller…
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- Deliberative agent Deliberative agent (also known as intentional agent) is a sort of software agent used mainly in multi-agent system simulations. According to Wooldridge's…
- Symbolic artificial intelligence In artificial intelligence (AI), symbolic artificial intelligence (also known as classical artificial intelligence or logic-based artificial intelligence)…