Reinforcement Learning in Video Games Using Nearest Neighbor Interpolation and Metric Learning.
Matthew EmighEvan G. KrimingerAustin J. BrockmeierJosé C. PríncipePanos M. PardalosPublished in: IEEE Trans. Comput. Intell. AI Games (2016)
Keyphrases
- video games
- metric learning
- nearest neighbor
- reinforcement learning
- distance function
- distance metric
- k nearest neighbor
- nearest neighbor classification
- knn
- learning experience
- distance metric learning
- data points
- game play
- pairwise
- learning tasks
- semi supervised
- machine learning and pattern recognition
- dimensionality reduction
- high dimensional data
- high dimensional
- educational games
- computer games
- game design
- feature space
- semi supervised learning
- multiple features
- training set
- serious games
- game playing
- learning algorithm
- supervised learning
- transfer learning
- learning process
- commercial games
- euclidean distance
- unsupervised learning
- similarity measure
- face recognition
- mahalanobis metric
- educational video games
- multi task
- labeled data
- training data
- kernel learning
- neural network