Metric learning for reinforcement learning agents.
Matthew E. TaylorBrian KulisFei ShaPublished in: AAMAS (2011)
Keyphrases
- metric learning
- reinforcement learning agents
- dynamic environments
- learning tasks
- reinforcement learning
- transfer learning
- distance metric
- distance metric learning
- semi supervised
- state abstraction
- pairwise
- multi task
- distance function
- dimensionality reduction
- mahalanobis metric
- feature space
- multi agent
- multi agent environments
- semi supervised learning
- search algorithm
- euclidean distance
- machine learning
- labeled data
- learning algorithm
- data sets
- machine learning algorithms
- kernel function
- unlabeled data
- path finding
- initial state
- image classification
- feature extraction