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Questions and Answers
What is the main difference between a Simple Reflex Agent and a Model-Based Reflex Agent?
What is the main difference between a Simple Reflex Agent and a Model-Based Reflex Agent?
- Simple Reflex Agent operates in a limited environment, while Model-Based Reflex Agent has limited intelligence.
- Simple Reflex Agent makes decisions based on utility function, while Model-Based Reflex Agent uses condition-action based logic.
- Simple Reflex Agent lacks a model of the environment, while Model-Based Reflex Agent combines reflexive behaviors with a model of the environment. (correct)
- Simple Reflex Agent can handle a range of situations, while Model-Based Reflex Agent lacks knowledge of the past.
Which type of agent has a prime objective of achieving a specific goal state?
Which type of agent has a prime objective of achieving a specific goal state?
- Model-Based Reflex Agent
- Utility-Based Agent
- Goal-Based Agent (correct)
- Simple Reflex Agent
What does a Utility-Based Agent use to decide which action to take?
What does a Utility-Based Agent use to decide which action to take?
- A condition-action based logic
- A utility function (correct)
- A model of the environment
- Feedback from past experiences
Which type of agent learns from past experiences and uses feedback to improve decision-making?
Which type of agent learns from past experiences and uses feedback to improve decision-making?
What is a weakness of the Simple Reflex Agent according to the text?
What is a weakness of the Simple Reflex Agent according to the text?
How does a Model-Based Reflex Agent differ from a Simple Reflex Agent?
How does a Model-Based Reflex Agent differ from a Simple Reflex Agent?
Which type of actuator uses compressed oil to cause motion?
Which type of actuator uses compressed oil to cause motion?
What type of actuator converts rotary motion to linear motion?
What type of actuator converts rotary motion to linear motion?
Which actuator type uses compressed air to cause motion?
Which actuator type uses compressed air to cause motion?
In which actuator type is thermal or magnetic energy used to cause motion?
In which actuator type is thermal or magnetic energy used to cause motion?
What is the main characteristic of Linear Motion Actuators?
What is the main characteristic of Linear Motion Actuators?
Which type of actuator generally uses DC/AC motors to cause motion?
Which type of actuator generally uses DC/AC motors to cause motion?
What is the main challenge associated with data in Machine Learning and Robotics?
What is the main challenge associated with data in Machine Learning and Robotics?
When discussing Machine Learning and Robotics, what issue does Algorithm Bias primarily address?
When discussing Machine Learning and Robotics, what issue does Algorithm Bias primarily address?
In the context of robotics, what is the focus of 'Explainable AI'?
In the context of robotics, what is the focus of 'Explainable AI'?
What distinguishes Humanoid robots from Hybrid robots?
What distinguishes Humanoid robots from Hybrid robots?
What is a key area of focus for future advancements in Machine Learning and Robotics?
What is a key area of focus for future advancements in Machine Learning and Robotics?
What type of system is the main target for future advancements in AI and Robotics?
What type of system is the main target for future advancements in AI and Robotics?
What is the purpose of an adjacency matrix in representing a graph?
What is the purpose of an adjacency matrix in representing a graph?
Which of the following is NOT one of the popular problem-solving algorithms in AI mentioned in the text?
Which of the following is NOT one of the popular problem-solving algorithms in AI mentioned in the text?
What property of search algorithms ensures that they will return a solution if any solution exists for a random input?
What property of search algorithms ensures that they will return a solution if any solution exists for a random input?
Which type of search algorithm explores the problem space without any specific direction?
Which type of search algorithm explores the problem space without any specific direction?
What does the Tower of Hanoi problem involve?
What does the Tower of Hanoi problem involve?
In an adjacency matrix, what does it mean when adjMat[i][j] is marked as 0?
In an adjacency matrix, what does it mean when adjMat[i][j] is marked as 0?
What is the main advantage of Depth-First Search (DFS) mentioned in the text?
What is the main advantage of Depth-First Search (DFS) mentioned in the text?
How does Depth-Limited Search (DLS) differ from Depth-First Search (DFS) according to the text?
How does Depth-Limited Search (DLS) differ from Depth-First Search (DFS) according to the text?
What is a notable disadvantage of Depth-First Search (DFS) as per the text?
What is a notable disadvantage of Depth-First Search (DFS) as per the text?
What is the key similarity between Depth-First Search (DFS) and Depth-Limited Search (DLS) according to the text?
What is the key similarity between Depth-First Search (DFS) and Depth-Limited Search (DLS) according to the text?
Which feature makes Depth-Limited Search (DLS) memory efficient?
Which feature makes Depth-Limited Search (DLS) memory efficient?
Why can Depth-First Search (DFS) be advantageous over Depth-Limited Search (DLS) in certain scenarios?
Why can Depth-First Search (DFS) be advantageous over Depth-Limited Search (DLS) in certain scenarios?
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