CS269: AI Applications in Robotics (fall 2024)


Schedule

Date Topic Readings Presenter Deadline
Week 1
Thu, Sep 26
Introduction & Robotics Basics Sign up for 2 presenter slots by Tuesday Oct 1st.
Week 2
Tue, Oct 1
Robot Learning Overview
Paper response due the day before class at 9PM.
Week 2
Thu, Oct 3
Robot Perception
Paper response due the day before class at 9PM.
Week 3
Tue, Oct 8
LLM for Robotics Paper response due the day before class at 9PM.
Week 3
Thu, Oct 10
Large Robotics Models Paper response due the day before class at 9PM.
Week 4
Tue, Oct 15
Diffusion Models I
Paper response due the day before class at 9PM.
Week 4
Thu, Oct 17
Diffusion Models II

Paper response due the day before class at 9PM.
Project Proposal due Oct 18 at 11:59PM
Week 5
Tue, Oct 22
Reinforcement Learning
Paper response due the day before class at 9PM.
Week 5
Thu, Oct 24
Inverse Reinforcement Learning
Paper response due the day before class at 9PM.
Week 6
Tue, Oct 29
Representation Learning
Paper response due the day before class at 9PM.
Week 6
Thu, Oct 31
Meta Learning Paper response due the day before class at 9PM.
Week 7
Tue, Nov 5
Human-Robot Interaction I

Paper response due the day before class at 9PM. Project Milestone Review due Nov 6 at 11:59PM
Week 7
Thu, Nov 7
Human-Robot Interaction II Paper response due the day before class at 9PM.
Week 8
Tue, Nov 12
Data Quality Paper response due the day before class at 9PM.
Week 8
Thu, Nov 14
Data Curation Paper response due the day before class at 9PM.
Week 9
Tue, Nov 19
Emerging Topics
Paper response due the day before class at 9PM.
Week 9
Thu, Nov 21
Project Presentations
Week 10
Tue, Nov 26
Project Presentations
Week 10
Thu, Nov 28
Thanksgiving Day (No class)
Week 11
Thu, Dec 5
Project Report
Project report due Dec 5 at 11:59PM (firm).