Introduction to Perception and Robotics

Georgia Tech CS 3630 Spring 2022 edition

Date Module Topic Reading Quizzes Projects
Jan 10 Introduction -
Jan 12 Discrete State, probability, and actions Chapter 1 and Section 2.1
Jan 17 MLK -
Jan 19 Discrete Sensor Models Sections 2.2 - 2.4
Jan 24 Discrete Bayes Law Section 2.5 Project 1 Release: Probability and Decision Theory
Jan 26 Discrete Decision Theory -
Jan 31 Vacuum Probabilistic Actions - Quiz 1
Feb 2 Vacuum Inference in HMMs -
Feb 7 Vacuum Inference, MDPs - Project 2 Release: HMM and MDP
Feb 9 Vacuum MDPs -
Feb 14 Logistics Omnidirectional wheels - Quiz 2
Feb 16 Logistics LIDAR sensing -
Feb 21 Logistics Monte Carlo Localization - Project 3 Release: Particle Filters
Feb 23 Logistics Planning -
Feb 28 Duckiebot SE(2) - Quiz 3
Mar 2 Duckiebot Differential Drive -
Mar 7 Duckiebot Inference with Deep Nets - Project 4 Release: Deep Learning
Mar 9 Duckiebot Deep Learning -
Mar 14 Vehicles Autonomous Vehicles - Quiz 4
Mar 16 Vehicles Ackerman steering -
Mar 21 Spring Break!
Mar 23 Spring Break!
Mar 28 Vehicles SLAM with 3D LIDAR - Project 5 Release: Pose SLAM and LIDAR
Mar 30 Vehicles Planning for Avs -
Apr 4 Drone SE(3) - Quiz 5
Apr 6 Drone RRTs for motion planning -
Apr 11 Drone Visual Odometry - Project 6 Release: RRT and/or Trajectory Optimization
Apr 13 Drone Trajectory Optimization -
Apr 18 Extra Guest Lecture TBD - Quiz 6
Apr 20 Extra Guest Lecture TBD -
Apr 25 Extra Guest Lecture TBD -