An Exploitative Monte-Carlo Poker Agent.
Immanuel SchweizerKamill PanitzekSang-Hyeun ParkJohannes FürnkranzPublished in: KI (2009)
Keyphrases
- monte carlo
- multi agent
- multi agent systems
- markov chain
- monte carlo simulation
- monte carlo tree search
- particle filter
- monte carlo methods
- autonomous agents
- simulation study
- importance sampling
- monte carlo method
- decision making
- adaptive sampling
- multiple agents
- markovian decision
- stochastic approximation
- dynamic environments
- matrix inversion
- variance reduction
- temporal difference
- confidence intervals
- opponent modeling
- quasi monte carlo