A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning.
Hossein K. MousaviGuangyi LiuWeihang YuanMartin TakácHéctor Muñoz-AvilaNader MoteePublished in: CoRR (2019)
Keyphrases
- layered architecture
- image classification
- reinforcement learning
- feature extraction
- image representation
- bag of words
- image features
- visual features
- active exploration
- agent architecture
- function approximation
- markov decision processes
- class specific
- learning algorithm
- sparse coding
- state space
- image processing
- visual words
- web services
- visual perception
- transfer learning
- learning problems
- cooperative
- human perception
- learning classifier systems
- temporal difference
- reinforcement learning algorithms
- reinforcement learning methods
- computer vision
- neural network
- selective perception