The emergence of saliency and novelty responses from Reinforcement Learning principles.
Patryk A. LaurentPublished in: Neural Networks (2008)
Keyphrases
- reinforcement learning
- function approximation
- state space
- novelty detection
- multi agent
- optimal policy
- saliency map
- saliency estimation
- model free
- visual attention
- reinforcement learning algorithms
- machine learning
- saliency detection
- learning algorithm
- markov decision process
- visual saliency
- policy search
- markov decision processes
- information content
- data sets
- design principles
- theoretical framework
- learning process
- transfer learning
- eye movements
- temporal difference learning
- sensory inputs
- robotic control