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ATAL
2011
Springer
8 years 3 months ago
Using iterated reasoning to predict opponent strategies
The field of multiagent decision making is extending its tools from classical game theory by embracing reinforcement learning, statistical analysis, and opponent modeling. For ex...
Michael Wunder, Michael Kaisers, John Robert Yaros...
ATAL
2011
Springer
8 years 3 months ago
Solving Stackelberg games with uncertain observability
Recent applications of game theory in security domains use algorithms to solve a Stackelberg model, in which one player (the leader) first commits to a mixed strategy and then th...
Dmytro Korzhyk, Vincent Conitzer, Ronald Parr
JAIR
2011
214views more  JAIR 2011»
8 years 6 months ago
Stackelberg vs. Nash in Security Games: An Extended Investigation of Interchangeability, Equivalence, and Uniqueness
There has been significant recent interest in game theoretic approaches to security, with much of the recent research focused on utilizing the leader-follower Stackelberg game mo...
Dmytro Korzhyk, Zhengyu Yin, Christopher Kiekintve...
INFOCOM
2011
IEEE
8 years 7 months ago
On adaptive-width channel allocation in non-cooperative, multi-radio wireless networks
—Due to the limitation of radio spectrum resource and fast growing of wireless applications, careful channel allocation is highly needed to mitigate the performance degradation o...
Fan Wu, Nikhil Singh, Nitin H. Vaidya, Guihai Chen
INFOCOM
2011
IEEE
8 years 7 months ago
Pricing-based spectrum access control in cognitive radio networks with random access
Abstract—Market-based mechanisms offer promising approaches for spectrum access in cognitive radio networks. In this paper, we focus on two market models, one with a monopoly pri...
Lei Yang, Hongseok Kim, Junshan Zhang, Mung Chiang...
ICALP
2011
Springer
8 years 7 months ago
Restoring Pure Equilibria to Weighted Congestion Games
Abstract. Congestion games model several interesting applications, including routing and network formation games, and also possess attractive theoretical properties, including the ...
Konstantinos Kollias, Tim Roughgarden
CORR
2011
Springer
175views Education» more  CORR 2011»
8 years 7 months ago
Power Allocation in Team Jamming Games in Wireless Ad Hoc Networks
In this work, we study the problem of power allocation in teams. Each team consists of two agents who try to split their available power between the tasks of communication and jam...
Sourabh Bhattacharya, Ali Khanafer, Tamer Basar
MSS
2011
IEEE
177views Hardware» more  MSS 2011»
8 years 7 months ago
Discrimination in festival games with limited observability and accessibility
This paper provides an analysis of discrimination and prejudices from the perspective of inductive game theory. We extend the festival game, originally given by Kaneko-Matsui, to ...
Mamoru Kaneko, Aniruddha Mitra
TSP
2010
8 years 10 months ago
Dynamic spectrum management with the competitive market model
[1, 2] have shown for the dynamic spectrum allocation problem that a competitive market model (which sets a price for transmission power on each channel) leads to a greater social...
Yao Xie, Benjamin Armbruster, Yinyu Ye
ML
2010
ACM
138views Machine Learning» more  ML 2010»
8 years 10 months ago
Mining adversarial patterns via regularized loss minimization
Traditional classification methods assume that the training and the test data arise from the same underlying distribution. However, in several adversarial settings, the test set is...
Wei Liu, Sanjay Chawla
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