Opponent Modeling by Expectation-Maximization and Sequence Prediction in Simplified Poker.
Richard MealingJonathan L. ShapiroPublished in: IEEE Trans. Comput. Intell. AI Games (2017)
Keyphrases
- opponent modeling
- sequence prediction
- expectation maximization
- em algorithm
- imperfect information
- game playing
- markov models
- probabilistic model
- decision theory
- parameter estimation
- reinforcement learning
- maximum likelihood
- game tree search
- image segmentation
- generative model
- artificial intelligence
- theoretical framework
- k means
- educational games
- maximum entropy
- learning styles
- multi agent systems
- cooperative
- machine learning