Introduction to Perception and Robotics

Georgia Tech CS 3630 Fall 2022 edition

Date Module Topic Slides Quizzes Projects
Aug 23 Introduction L1_Course_Overview Intro to Python
Aug 25 Sorting Six aspects of robotics systems L2_Intro_to_Robot_Systems
Aug 30 Sorting State, probability, and actions L3_Trash_Robot_1 P1: Probability and Decision Theory
Sep 1 Sorting Sensor Models L4_Trash_Robot_2
Sep 6 Sorting Perception and Planning L5_Trash_Robot_3
Sep 8 Vacuum Probabilistic Actions L6_Vacuuming_Robot_1 Quiz 1
Sep 13 Vacuum Controlled Markov Chains L7_Vacuuming_Robot_2 P2: HMM and MDP
Sep 15 Vacuum Sensors and Bayes Nets L8_Vacuuming_Robot_3
Sep 20 Vacuum Inference in HMMs L9_Vacuuming_Robot_4
Sep 22 Vacuum Markov Decision Processes L10_Vacuuming_Robot_5 Quiz 2
Sep 27 Logistics Continuus State and Action L11_Logistics_Robot_1 P3: Particle Filters
Sep 29 Logistics Continuous Motion and Sensing L12_Logistics_Robot_2
Oct 4 Logistics Markov Localization and MCL L13_Logistics_Robot_3
Oct 6 Logistics More MCL and MDPs L14_Logistics_Robot_4 Quiz 3
Oct 11 Duckiebot Differential Drive L15_DDRs_1 P3 due, pause on projects until Oct 10
Oct 13 Duckiebot Cameras and Image Processing L16_DDRs_2
Oct 18 Fall Break -
Oct 20 Duckiebot Computer Vision 101 L17_DDRs_3_vision
Oct 25 Duckiebot Inference with Deep Nets L18_DDRs_4_RRTs P4: Deep Learning
Oct 27 Duckiebot Deep Learning L19_DDRs_5_learning Quiz 4
Nov 1 Vehicles Autonomous Vehicles and SE(2) L20_Driving_1_SE2
Nov 3 Vehicles Ackerman steering L21_Driving_2_Kinematics
Nov 8 Vehicles LIDAR sensors L22_Driving_3_LIDAR P5: Pose SLAM and LIDAR
Nov 10 Vehicles ICP and Pose SLAM L23_Driving_4_SLAM P4 Due
Nov 15 Vehicles Planning for Driving L24_Driving_5_Planning Quiz 5
Nov 17 Drone SE(3) L24_Drones_1_SE3
Nov 22 Drone Actions for Drones L25_Drones_2_Actions P6: RRT and/or Trajectory Optimization
Nov 24 Thanksgiving Thanksgiving
Nov 29 Drone Drone sensors L26_Drones_3_Sensing
Dec 1 Drone Trajectory Optimization & RRT L27_Drones_4_Planning Quiz 6
Dec 6 Drone Visual SLAM L28_Drones_4_VisualSLAM P6 due, all quizzes graded!