Human Visual Search as a Deep Reinforcement Learning Solution to a POMDP.
Aditya AcharyaXiuli ChenChristopher W. MyersRichard L. LewisAndrew HowesPublished in: CogSci (2017)
Keyphrases
- visual search
- reinforcement learning
- visual search tasks
- eye movements
- visual processing
- visual attention
- human computer interactions
- optimal policy
- state space
- human computer interaction
- continuous state
- image retrieval
- markov decision processes
- function approximation
- visual environment
- multi agent
- hidden state
- model free
- user interface
- control policy
- partially observable
- finite state
- human behavior
- markov decision process
- infinite horizon
- video retrieval
- e learning