Are Gradient-based Saliency Maps Useful in Deep Reinforcement Learning?
Matthias RosynskiFrank KirchnerMatias Valdenegro-ToroPublished in: CoRR (2020)
Keyphrases
- saliency map
- reinforcement learning
- visual attention
- model free
- visual saliency
- visual saliency detection
- human visual system
- natural images
- salient object detection
- salient regions
- input image
- natural scenes
- saliency detection
- saliency estimation
- visual features
- video frames
- saliency model
- receptive fields
- low level features
- learning algorithm
- salient region detection
- machine learning
- salient objects
- computer vision
- wavelet transform
- visual information
- eye tracking
- visual search
- eye fixations
- image quality