Automating validation of learning and decision making models using the CogniBench framework.
Filip MelinscakEshref YozdemirDominik R. BachPublished in: CogSci (2020)
Keyphrases
- decision making
- learning algorithm
- learning frameworks
- learned models
- learning scheme
- probabilistic model
- prior knowledge
- accurate models
- modeling framework
- learning process
- design principles
- learning models
- reinforcement learning
- learning mechanism
- active learning
- supervised learning
- distributed learning
- online learning
- learning tasks
- structured prediction
- decision model
- multi task
- process model
- learning systems
- main contribution
- graphical models
- hidden variables
- multi agent
- complex systems
- generative model
- decision makers
- support vector
- decision trees