Georgia Tech CS 3630 Summer 2022 edition
THINGS ARE VERY LIKELY TO SHIFT AROUND - I’LL UPDATE THE SCHEDULE AS THINGS CHANGE, BUT KEEP AN EYE OUT ON PIAZZA AND EMAIL TOO.
Date | Module | Topic | Reading | Quizzes | Projects |
May 16 | Introduction; State, probability, and actions | Ch. 1 | P0 Release: Intro to Python | ||
May 18 | Discrete | State, probability, and actions, Sensor Models | 2.1, 2.2, 2.3 | ||
May 23 | Discrete | Bayes Law, Decision Theory | 2.4, 2.5, 2.6 | P1 Release: Probability and Decision Theory | |
May 25 | Vacuum | Probabilistic Actions | 3.1, 3.2 | Quiz 1 | |
May 30 | Memorial Day | - | |||
Jun 1 | Vacuum | Planning: MDPs | 3.5, 3.6 | ||
Jun 6 | Vacuum | Inference: HMMs | 3.3, 3.4 | P2 Release: HMM and MDP | |
Jun 8 | Logistics | Omnidirectional wheels | 4.1, 4.2 | Quiz 2 | |
Jun 13 | Logistics | Monte Carlo Localization | 4.3, 4.4 | ||
Jun 15 | Logistics | Planning: Value Iteration | 4.5, 4.6 | P3 Release: Particle Filters | |
Jun 20 | Juneteenth | - | |||
Jun 22 | Duckiebot | Configuration Space and Differential Drive | 5.3, 5.4 | Quiz 3 | |
July 27 | Duckiebot | Path Planning: APFs, PRMs, & RRTs | 5.5 | ||
July 29 | Duckiebot | Camera Sensor Models | 5.1, 5.2, 5.3 | (P3 Due) | |
July 4 | July 4th | - | |||
July 6 | Duckiebot | CNNs and Deep Learning | Quiz 4 | P4 Release: Deep Learning | |
July 11 | Vehicles | Autonomous Vehicles and SE(2), Ackerman Steering | 6.1, 6.2 | ||
July 13 | Vehicles | SLAM with 3D LIDAR | 6.3, 6.4 | ||
July 18 | Vehicles | Planning for AVs; Deep RL for Driving | 6.5, 6.6 | P5 Release: Pose SLAM and LIDAR | |
July 20 | Drone | SE(3); Trajectory Optimization | 7.1, 7.2 | Quiz 5 | |
July 25 | Drone | Visual Odometry | 7.3, 7.4 | ||
July 29 | - | Quiz 6 |