Performance of Machine Learning Algorithms in Predicting Game Outcome from Drafts in Dota 2.
Aleksandr M. SemenovPeter RomovSergey KorolevDaniil YashkovKirill NeklyudovPublished in: AIST (2016)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning methods
- decision trees
- predictive accuracy
- machine learning
- learning problems
- video games
- computer games
- random forests
- game play
- learning tasks
- game theory
- machine learning approaches
- input features
- game playing
- nash equilibrium
- machine learning models
- machine learning systems
- domain specific
- general purpose
- association rules
- learning models
- educational games