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WorksheetsQuiz-4
Total questions: 15
Worksheet time: 8mins
What is the goal of reinforcement learning?
Maximizing future rewards
Minimizing actions
Reducing memory consumption
Increasing processing speed
In reinforcement learning, the environment provides feedback in the form of:
Loss functions
Rewards
Labels
Gradients
The agent in reinforcement learning improves by:
Adjusting the learning rate
Repeating its actions
Maximizing the cumulative reward
Minimizing errors
Which method is most commonly used for balancing exploration and exploitation in RL?
Dropout
Adam Optimizer
Q-learning
Epsilon-greedy
Which of the following is an example of a reinforcement learning algorithm?
Linear Regression
Q-learning
Naive Bayes
k-NN
Which of the following tasks is associated with Natural Language Processing (NLP)?
Image recognition
Speech generation
Object detection
Data sorting
Which algorithm is used for machine translation in NLP?
Convolutional Neural Networks
Hidden Markov Models
Recurrent Neural Networks
Random Forest
In NLP, a technique used for understanding the meaning of words in context is called:
Bag of Words
Stemming
Word Embedding
Term Frequency
In robotics, which of the following is responsible for the movement of robot limbs?
Sensors
Actuators
Algorithms
Cameras
The Internet of Things (IoT) refers to:
The use of the internet for sending messages
A network of connected physical objects
Cloud computing infrastructure
Software-only systems
Which is a key feature of IoT devices?
Standalone operation
Interconnected and able to exchange data
Limited to industrial use
Requires a wired connection
IoT devices are generally powered by:
Supercomputers
Low-power microcontrollers
Quantum processors
High-performance GPUs
Which of the following is a popular application of IoT in homes?
Social media applications
Smart thermostats
Blockchain
Quantum computing
A fundamental concept of IoT is:
Centralized data storage
Sensor-driven automation
Direct database access
Use of AI for control
What is a common protocol used for communication in IoT devices?
HTTP
MQTT
FTP
SMTP
