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CS
7630: Autonomous Robotics
Instructor: Prof. Ronald C. Arkin TA: HyunRyong Jung Office: Entertainment Intelligence
Lab (Near TSRB 236) Office hours: Monday 11:00-1:00,
other times by appointment Email: jhr1021@gmail.com
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1. Prerequisite: CS 3600 or equivalent or instructor's permission
A survey of autonomous robotics as viewed from a variety of disciplines and as applied in artificial intelligence. Neuroscience and cognitive psychology are studied as a source of paradigms for machine autonomy. Various cybernetic issues will be explored from a multi-disciplinary vantage point. High-level computer vision and other sensor modalities and their application to intelligent robotics will also be studied within this context.
2. Class structure
The subject matter of this course is often
controversial and hopefully equally stimulating. It is a goal to have lively
discussions with various interpretations of the subject matter. We are dealing
with approaches to problems that will hopefully provide solutions in extremely
difficult task domains. Consequently your classroom participation is essential.
There will be two meetings per week (Tuesday and Thursday),
starting promptly at 8:05. Your attendance, of course, is mandatory as
is your participation in classroom discussions.
You are required to complete all assigned readings prior to
class and you must be prepared to present or discuss the material contained
herein.
3. Student evaluation (grading)
As mentioned earlier, classroom attendance and
participation are crucial to passing this course. You will be evaluated
after each class regarding your contributions to the discussion and your
knowledge of the subject matter derived from the readings (10%). In addition,
there will be at least one presentation involving each student on material
relevant to the course (20%). The remainder of your grade will be derived from
a term project and homework (30%), and the midterm (20%) and final exam (20%).
Students are expected to adhere to the Honor Code
4.
The texts for this course are: Behavior-based
Robotics
Course Syllabus
Date |
Topic |
|
Leader |
Assignments |
1/10 |
Introduction
I (slides) |
Chapter
1 (Arkin) |
Arkin |
|
1/12 |
Introduction
II |
Chapter 1 (Seigwart) |
Arkin |
|
1/17 |
Animal
Behavior (slides) |
Chapter
2 (Arkin) |
Arkin |
|
1/19 |
Stereotypes
and Stereotyping for HRI |
Dr.
Alan Wagner |
||
1/24 |
Robot
Behavior (slides) |
Chapter
3 (Arkin) |
Arkin |
|
1/26 |
Behavior-based
Architectures (slides) |
Chapter
4 (Arkin) |
Arkin |
|
1/31 |
Lab
Tour - TSRB Basement |
MEET IN TSRB LOBBY @ 8AM |
Joon |
HW #0 due |
2/2 |
Knowledge
Representations (slides) |
Chapter
5 (Arkin) Chapter 6 (Siegwart) |
Arkin |
|
2/7 |
Hybrid
Architectures (slides) |
Chapter
6 (Arkin) |
Arkin |
|
2/9 |
Perception
(slides) |
Chapter
7 (Arkin) |
Arkin |
|
2/14 |
Non-vision
sensing |
Chapter
4 (Siegwart) |
Arkin |
Homework #1 Due/HW#2
out |
2/16 |
Robot
Vision |
“ |
Arkin |
|
2/21 |
Probabilistic
Robotics (SLAM) (slides) |
Chapter 5 (Siegwart) |
Student |
|
2/23 |
RoboEthics |
Dr.
Jason Borenstein |
Homework #2 Due |
|
2/28 |
MIDTERM
EXAM |
|
------- |
|
3/1 |
Autonomous
Driving – DARPA GC/Google (slides) |
Student |
|
|
3/6 |
Adaptive
Behavior [slides] |
Chapter
8 (Arkin) |
Arkin |
Project Abstract Due |
3/8 |
Developmental
Learning (slides) |
Student |
|
|
3/13 |
Science of Testing
Autonomy |
Dr. Lora Weiss |
|
|
3/15 |
Humanoid/Android
(slides) |
Student |
|
|
3/20 |
SPRING
RECESS |
|
------------ |
|
3/22 |
SPRING
RECESS |
|
------------ |
|
3/27 |
Swarm
Robotics (slides) |
Student |
|
|
3/29 |
Entertainment
Robotics/HRI (slides) |
Student |
|
|
4/3 |
Multirobot Systems (slides) |
Chapter
9 (Arkin) |
Arkin |
HW #3 out |
4/5 |
Teleautonomy/Planetary Rovers (slides) |
Student |
|
|
4/10 |
Bio-inspired
Robotics |
|
Arkin |
|
4/12 |
Fringe
Robotics (slides) |
Chapter
10 (Arkin) |
Arkin |
HW #3 due |
4/17 |
Project
Presentations |
Student |
Term Project Due |
|
4/19 |
Project
Presentations |
|
Student |
|
4/24 |
Autonomous
Decision Making through the lens of Reinforcement Learning |
|
Prof.
Charles Isbell |
|
4/26 |
Conceptual
Spaces |
Jung |
Take-home Final Exam out. |
* Denotes student presentation
Subject to change
(Arkin) = Behavior-Based Robotics, MIT Press 1998.
(Siegwart)
- Introduction to Autonomous
Mobile Robots, Siegwart, Nourbakhsh,
and Scaramuzza, 2nd Edition, MIT Press,
2011.
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