Constraining Bayesian Inference with Cognitive Architectures: An Updated Associative Learning Mechanism in ACT-R.
Robert ThomsonChristian LebierePublished in: CogSci (2013)
Keyphrases
- bayesian inference
- learning mechanism
- cognitive architecture
- cognitive architectures
- computational models
- computational model
- probabilistic model
- learning mechanisms
- prior information
- information processing
- intelligent behavior
- general intelligence
- learning process
- working memory
- learning rules
- symbolic representation
- learning algorithm
- episodic memory
- cognitive psychology
- particle filter
- knowledge structures
- robotic systems
- real valued
- intelligent systems
- expectation propagation
- computational intelligence
- metadata
- neural network
- search control knowledge