Introduction to Application of Artificial Intelligence to Robotics · Instructor: Prof. Pushparaj Mani Pathak
Machine Learning (ML) is most accurately classified as a subfield of which of the following?
What is the primary function of a sensor in a robotic system?
In robotics, the term "workspace" refers to:
What are the poles of spring-mass-damper system governed by \ddot{x} + 4\dot{x} +13x=0
Which task requires object detection rather than image classification?
What is the primary purpose of Automatic Speech Recognition (ASR)?
Consider the matrix A = \begin{bmatrix} 4 & 2 \\ 1 & 3 \end{bmatrix} Which of the following are the eigenvalues of A ?
What will be the output of the following Python code?
class Robot:
def __init__(self, name, speed):
self.name = name
self.speed = speed
def move(self, time):
return self.speed * time
robot1 = Robot("Alpha", 2)
robot2 = Robot("Beta", 3)
print(robot1.move(4) + robot2.move(2))The word "bank" appears in two commands: "Move it to the river bank." "Go to the bank to withdraw cash." Why is understanding the surrounding words important?
A neuron has inputs x_1=1, x_2=2, weights w_1=0.4, w_2=0.3, and bias b=-0.5. Using z = w_1 x_1 + w_2 x_2 + b and a step activation function (f(z)=1; \text{ if } z\geq0, \text{ else } 0), the output is: