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! | |