Surrogate Bayesian Networks for Approximating Evolutionary Games.
Vincent HsiaoDana S. NauBobak PezeshkiRina DechterPublished in: AISTATS (2024)
Keyphrases
- bayesian networks
- genetic algorithm
- evolutionary computation
- inference in bayesian networks
- conditional independence
- probabilistic model
- graphical models
- computer games
- game theoretic
- game playing
- bayesian network classifiers
- game theory
- video games
- game design
- probabilistic modeling
- evolutionary optimization
- educational games
- learning agents
- bayesian belief networks
- nash equilibria
- complex domains
- probabilistic reasoning
- probabilistic inference
- online game
- conditional probabilities
- expert knowledge
- learning bayesian networks
- structure learning
- game play
- human players
- incomplete data
- evolutionary game theory
- weighted majority
- pure nash equilibria