• DocumentCode
    3247968
  • Title

    Resource sharing games with failures and heterogeneous risk attitudes

  • Author

    Hota, Ashish R. ; Garg, Shelly ; Sundaram, Suresh

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
  • fYear
    2013
  • fDate
    2-4 Oct. 2013
  • Firstpage
    535
  • Lastpage
    542
  • Abstract
    We study a setting where a set of players simultaneously invest in a shared resource. The resource has a probability of failure and a return on investment, both of which are functions of the total investment by all players. We use a simple reference dependent preference model to capture players with heterogeneous risk attitudes (risk seeking, risk neutral and risk averse). We show the existence and uniqueness of a pure strategy Nash equilibrium in this setting and examine the effect of different risk attitudes on players´ strategies in the presence of uncertainty. In particular, we show that at the equilibrium, risk averse players are pushed out of the resource by risk seeking players. We compare the failure probabilities in the decentralized (game-theoretic) and centralized settings, and show that our proposed game belongs to the class of best response potential games, for which there are simple dynamics that allow all players to converge to the equilibrium.
  • Keywords
    convergence; cost-benefit analysis; game theory; investment; probability; risk analysis; Nash equilibrium strategy; centralized game-theory; decentralized game-theory; equilibrium convergence; failure probability; heterogeneous risk attitudes; player strategies; reference dependent preference model; resource sharing games; return-on-investment; risk averse players; risk neutral players; risk seeking players; Equations; Games; Indexes; Investment; Resource management; Silicon; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton Conference on
  • Conference_Location
    Monticello, IL
  • Print_ISBN
    978-1-4799-3409-6
  • Type

    conf

  • DOI
    10.1109/Allerton.2013.6736571
  • Filename
    6736571