Reinforcement Learning Approach to Active Learning for Image Classification.
Thorben WernerPublished in: CoRR (2021)
Keyphrases
- image classification
- active learning
- reinforcement learning
- learning algorithm
- exploration exploitation
- learning process
- transfer learning
- active exploration
- image representation
- machine learning
- bag of words
- function approximation
- visual features
- image features
- supervised learning
- feature extraction
- state space
- reinforcement learning algorithms
- training examples
- selective sampling
- multi label
- model free
- learning strategies
- sparse representation
- markov decision processes
- training set
- semi supervised
- pool based active learning
- batch mode
- markov decision process
- experimental design
- random sampling
- temporal difference
- dynamic programming
- learning problems
- computer vision
- robotic control
- action selection
- optimal control
- control policy
- optimal policy
- training data
- data mining