ML Anthology

mCP Nets: Representing and Reasoning with Preferences of Multiple Agents

Francesca Rossi, K. Brent Venable, Toby Walsh
AAAI 2004 pp. 729-734
/aaai/2004/rossi2004aaai-mcp/

Abstract

We introduce\nmCP nets, an extension of the CP net formalism\nto model and handle the qualitative and conditional preferences\nof multiple agents. We give a number of different\nsemantics for reasoning with\nmCP nets. The semantics are\nall based on the idea of individual agents voting. We describe\nhow to test optimality and preference ordering within a\nmCP\nnet, and we give complexity results for such tasks. We also\ndiscuss whether the voting schemes fairly combine together\nthe preferences of the individual agents.

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Cite

Text

Rossi et al. "mCP Nets: Representing and Reasoning with Preferences of Multiple Agents." AAAI Conference on Artificial Intelligence, 2004.

Markdown

[Rossi et al. "mCP Nets: Representing and Reasoning with Preferences of Multiple Agents." AAAI Conference on Artificial Intelligence, 2004.](https://mlanthology.org/aaai/2004/rossi2004aaai-mcp/)

BibTeX

@inproceedings{rossi2004aaai-mcp,
  title     = {{mCP Nets: Representing and Reasoning with Preferences of Multiple Agents}},
  author    = {Rossi, Francesca and Venable, K. Brent and Walsh, Toby},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2004},
  pages     = {729-734},
  url       = {https://mlanthology.org/aaai/2004/rossi2004aaai-mcp/}
}