Mean field equilibria of multiarmed bandit games.
Ramakrishna GummadiRamesh JohariJia Yuan YuPublished in: EC (2012)
Keyphrases
- multiarmed bandit
- nash equilibria
- game theoretic
- nash equilibrium
- game theory
- pure nash equilibria
- pure strategy
- extensive form games
- fictitious play
- incomplete information
- repeated games
- stochastic games
- pure nash equilibrium
- fixed point
- solution concepts
- closed form
- imperfect information
- em algorithm
- bayesian inference
- markov random field
- free energy
- mixed strategy
- long run
- game playing
- markov networks
- belief networks
- linear complexity
- statistical mechanics
- posterior distribution
- variational methods
- cooperative
- decision problems
- maximum likelihood
- congestion games
- probability distribution