Robot Cognition with Machine Learning

Identify the term for a system that learns from data without explicit programming.

• Machine Learning

• Soft Computing

• Neural Network

• Robot Cognition

Choose the machine learning type where the model learns from labeled data.

• Unsupervised Learning

• Supervised Learning

• Reinforcement Learning

• Clustering

Select the type of learning that uses rewards and penalties for training.

• Deep Learning

• Reinforcement Learning

• Unsupervised Learning

• Semi-supervised Learning

Find the machine learning approach that uses both labeled and unlabeled data.

• Unsupervised Learning

• Supervised Learning

• Semi-supervised Learning

• Reinforcement Learning

Choose the model that uses neurons and layers for learning complex patterns.

• K-Nearest Neighbour

• Naive Bayes

• Decision Tree

• Neural Network

Choose the machine learning task involving prediction of continuous values.

• Classification

• Regression

• Clustering

• Association

Name the stage of visual perception that matches sensory input with stored information.

• Visual Recognition

• Motion Detection

• Visual Perception

• Pattern Encoding

Find the type of machine learning used for grouping similar data points.

• Prediction

• Classification

• Regression

• Clustering

Identify the main goal of machine learning.

• Encrypting digital files

• Designing user interfaces

• Building hardware circuits

• Enabling systems to learn from data

Name the learning method used to find hidden patterns in data.

• Unsupervised Learning

• Supervised Learning

• Regression

• Classification