• DocumentCode
    1734850
  • Title

    Dynamic games with side information in economic networks

  • Author

    Eksin, Ceyhun ; Molavi, Pooya ; Ribeiro, Alejandro ; Jadbabaie, A.

  • Author_Institution
    Dept. of Electr. & Syst. Eng., Univ. of Pennsylvania, Philadelphia, PA, USA
  • fYear
    2012
  • Firstpage
    520
  • Lastpage
    524
  • Abstract
    We consider a dynamic game with payoff externalities. Agents´ utility depends on an unknown true state of the world and actions of everyone in the network. Each agent has an initial private information about the underlying state and repeatedly observes actions of its neighbors. We analyze the asymptotic behavior of agents´ actions and beliefs in a connected network when it is common knowledge that the agents are myopic and rational. Given a quadratic payoff function, we provide a new proof for an existing result that claims almost sure consensus in actions asymptotically. Given consensus in actions, we show that agents have the same mean estimate of the true state of the world in the limit. We justify these results in a numerical example motivated by a socio-economic scenario.
  • Keywords
    belief networks; economics; game theory; multi-agent systems; socio-economic effects; agent actions; agents utility; asymptotic behavior; dynamic games; economic networks; initial private information; payoff externalities; quadratic payoff function; side information; socio-economic scenario; unknown true state;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers (ASILOMAR), 2012 Conference Record of the Forty Sixth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    978-1-4673-5050-1
  • Type

    conf

  • DOI
    10.1109/ACSSC.2012.6489059
  • Filename
    6489059