Comparing reinforcement learning in humans and artificial intelligence through Tetris.
Logan GittelsonJohn K. LindstedtCatherine SibertWayne D. GrayPublished in: CogSci (2014)
Keyphrases
- artificial intelligence
- reinforcement learning
- human intelligence
- model free
- function approximation
- computational intelligence
- case based reasoning
- reinforcement learning algorithms
- human reasoning
- machine learning
- human behavior
- intelligent systems
- human level intelligence
- intelligent agents
- software engineering
- ai technologies
- ai researchers
- policy search
- intelligent machines
- human cognition
- ai methods
- engineering design
- human subjects
- multi agent
- artificial neural networks
- neural network
- genetic algorithm
- learning algorithm
- natural language
- computer science
- expert systems
- human level
- temporal difference learning
- ai systems
- data sets
- cognitive psychology
- knowledge representation
- information processing
- temporal difference
- action selection
- ambient intelligence
- optimal control
- transfer learning
- cognitive science