21 search results - page 3 / 5 » Social Learning Algorithms Reaching Nash Equilibrium in Symm... |
SIGECOM
2005
ACM
13 years 11 months ago
2005
ACM
We study two problems, that of computing social optimum and that of finding fair allocations, in the congestion game model of Milchtaich[8] Although we show that the general prob...
SAGT
2010
Springer
13 years 4 months ago
2010
Springer
Fictitious play is a simple learning algorithm for strategic games that proceeds in rounds. In each round, the players play a best response to a mixed strategy that is given by the...
CORR
2011
Springer
13 years 24 days ago
2011
Springer
We determine the robust Nash equilibrium (RNE) for a wide range of problems in communications systems and networks that are faced with uncertainty in their parameters’ values. T...
ATAL
2004
Springer
13 years 11 months ago
2004
Springer
This paper investigates a relatively new direction in Multiagent Reinforcement Learning. Most multiagent learning techniques focus on Nash equilibria as elements of both the learn...
JAIR
2008
13 years 5 months ago
2008
In this paper, we elucidate the equivalence between inference in game theory and machine learning. Our aim in so doing is to establish an equivalent vocabulary between the two dom...