Bayesian Networks for Micromanagement Decision Imitation in the RTS Game Starcraft.
Ricardo ParraLeonardo GarridoPublished in: MICAI (2) (2012)
Keyphrases
- bayesian networks
- video games
- game play
- opponent modeling
- decision making
- game playing
- decision problems
- influence diagrams
- conditional independence
- game theoretic
- game theory
- inference in bayesian networks
- nash equilibrium
- human players
- computer games
- decision makers
- graphical models
- reinforcement learning
- bayesian belief networks
- optimal strategy
- game design
- hidden variables
- serious games
- probabilistic inference
- incomplete data
- educational games
- multiply sectioned bayesian networks
- structure learning
- conditional probabilities
- perfect information
- imperfect information
- learning bayesian networks
- online game
- decision model
- expected utility
- game based learning
- decision theory
- probabilistic reasoning
- decision process