Experiments on the supervised learning algorithm for formal concept elicitation by cognitive robots.
Omar A. ZatarainYingxu WangPublished in: ICCI*CC (2016)
Keyphrases
- learning algorithm
- supervised learning
- mobile robot
- machine learning algorithms
- machine learning
- active learning
- multi robot
- training data
- cooperative
- back propagation
- cognitive model
- humanoid robot
- utility function
- learning problems
- cognitive processes
- cognitive science
- artificial agents
- unsupervised learning
- human robot interaction
- industrial robots
- service robots
- decision making
- reinforcement learning
- learning tasks
- autonomous robots
- mental models
- generalization error
- information processing
- generalization ability
- training examples
- learning process
- maximum margin
- individual differences
- learning models
- multiple robots
- cognitive systems
- minimax regret