Changes between Version 101 and Version 102 of OpponentModels


Ignore:
Timestamp:
05/10/11 15:00:29 (14 years ago)
Author:
mark
Comment:

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  • OpponentModels

    v101 v102  
    466466||'''Cited'''||-||
    467467||'''Subject(s)'''||Nice Mirroring Strategy using Bayesian Learning||
    468 ||'''Summary'''||Opponent models can aid in preventing exploitation, by determining the type of move of the opponent (selfish, [[BR] unfortunate, concession, nice, fortunate, silent), and by taking the opponents preferences into account to[[BR] increase the chance of acceptation. The mirror strategy mirrors the behaviours of the opponent, based on a [[BR]classification of the opponent move. Nice MS does the same, but adds a nice move, which is a move which only [[BR]increases the opponents utility without decreasing ours. Overall the strategy is shown to be effective by [[BR]comparing the result of first testing the strategy against a random agent, and then the other agents. Also, the[[BR] distance to a Kalai-Smorodinsky solution and the distance to the Nash Point is used as a metric. For [[BR]future work the exploitability of MS should be researched.||
     468||'''Summary'''||Opponent models can aid in preventing exploitation, by determining the type of move of the opponent (selfish, [[BR]] unfortunate, concession, nice, fortunate, silent), and by taking the opponents preferences into account to[[BR]] increase the chance of acceptation. The mirror strategy mirrors the behaviours of the opponent, based on a [[BR]]classification of the opponent move. Nice MS does the same, but adds a nice move, which is a move which only [[BR]]increases the opponents utility without decreasing ours. Overall the strategy is shown to be effective by [[BR]]comparing the result of first testing the strategy against a random agent, and then the other agents. Also, the[[BR]] distance to a Kalai-Smorodinsky solution and the distance to the Nash Point is used as a metric. For [[BR]]future work the exploitability of MS should be researched.||
    469469||'''Relevance'''||8, interesting application of opponent modelling ||
    470470||'''Bibtex'''||[http://scholar.google.nl/scholar.bib?q=info:BtssqMir4RcJ:scholar.google.com/&output=citation&hl=nl&as_sdt=0,5&ct=citation&cd=2 Link]||