How does RRT work for path planning?

Forms a tree of collision-free paths to randomly points

How is Proportional Control used in the workshop robot?

Adjusts movement based on object size and position

What is machine learning?

Computational methods for finding good parameters for models

What is the primary function of a neural network?

Model complex functions using a network of simple functions

What is the goal of path planning in robotics?

To find a collision-free path to the target

What is the downside of the Pure Pursuit algorithm?

Robot's path not exactly match the target path

What is the main goal of using AI and object detection in robotics?

Sense environment, plan actions, and perform tasks autonomously

What is the Pure Pursuit algorithm used for?

Move towards the lookahead point

What is the main goal of high-level decision-making in the competition?

Select the action most likely to win

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Purdue ACM SIGBots AI Workshop

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Questions 20

Answers

1
How does RRT work for path planning?
Calculates the shortest path
Detects and avoids obstacles using real-time data
Forms a tree of collision-free paths to randomly points
Trains a neural network to optimize movement
2
How is Proportional Control used in the workshop robot?
Matches robot motion with obstacle speed
Controls robot speed based on battery level
Keeps the robot stationary
Adjusts movement based on object size and position
3
What does YOLO stand for? (Bonus Points!!!)
Yield Output Layer Optimization
Your Optimal Learning Objective
You only look once
You Only Learn Once
4
What is AI?
Artificial Intelligence
Augmented Intelligence
Advanced Intelligence
Automated Intelligence
5
Handwritten Policy and AI Decision Making are High-Level Decision-Making approaches
True
False
6
What are the four steps in the robot control methodology?
Model, Plan, Learn, Act
Capture, Analyze, Decide, Respond
Perceive, Calculate, Decide, Act
Sense, Model, Plan, Act
7
What approach is used in the workshop robot for motion control?
Pure Pursuit Control
Feed Forward Control
Model Predictive Control
Proportional Control
8
What would the robot do if the target bounding box is small?
The robot turns left
The robot moves backward
The robot moves forward
The robot turns right
9
What is machine learning?
A tool for drawing neural networks
A system that runs without data
Computational methods for finding good parameters for models
A way to design robots
10
What is the primary function of a neural network?
Solve arithmetic problems
Process human language
Model complex functions using a network of simple functions
Execute high-speed computations
11
What is the goal of path planning in robotics?
To predict environmental conditions
To increase the robot's processing speed
To find a collision-free path to the target
To optimize battery performance
12
What is the downside of the Pure Pursuit algorithm?
It is computationally expensive
It cannot handle dynamic obstacles
Robot's path not exactly match the target path
It requires pre-labeled data
13
What approach is used in the workshop robot for object detection?
SIFT
Faster R-CNN
YOLO
HOG
14
What type of machine learning involves pre-labeled data?
Reinforcement Learning
Semi-supervised Learning
Unsupervised Learning
Supervised Learning
15
What is the main goal of using AI and object detection in robotics?
Sense environment, plan actions, and perform tasks autonomously
To replace human workers entirely
Make robots faster than humans
To make robots do the robot dance
16
What is the Pure Pursuit algorithm used for?
Calculating the shortest path
Move towards the lookahead point
Controlling a robot's acceleration
Detecting objects in an image
17
Which of the following is NOT an example of intelligent robots?
Autonomous cars
Mechanical clocks
Emergency response robots
Robot assistants
18
What year did Purdue ACM SIGBots win the world champion title? (Bonus!!)
2020
2021
2024
2017
19
What is the main goal of high-level decision-making in the competition?
Collect as many rings as possible
Increase robot speed
Select the action most likely to win
Minimize battery usage
20
What are the names of the workshop robots?
Optimus, Bumblebee, Megatron
R2-D2, BB-8, C-3PO
HAL, TARS, CASE
WALL-E, EVE, M-O

Purdue ACM SIGBots AI Workshop Flashcards | StudBud