Feature Learning and Transfer Performance Prediction for Video Reinforcement Learning Tasks via a Siamese Convolutional Neural Network.
Jinhua SongYang GaoHao WangPublished in: ICONIP (1) (2018)
Keyphrases
- learning tasks
- transfer learning
- learning problems
- supervised learning
- meta learning
- learning algorithm
- multi task learning
- multi task
- knowledge transfer
- machine learning
- multitask learning
- learning models
- reinforcement learning
- learning experience
- function approximation
- human learning
- kernel methods
- machine learning algorithms
- video sequences
- previously learned
- hypothesis space
- labeled and unlabeled data
- convolutional neural network
- semi supervised learning
- markov random field
- object detection
- active learning
- feature vectors
- pairwise
- object recognition
- learning environment
- training data
- multimedia