Introduction to Perception and Robotics

Georgia Tech CS 3630 Spring 2020 edition

Date Topic Slides Reading Projects Quizzes
Mon, Jan 6 Introduction pdf
Wed, Jan 8 Sense-Think-Act pdf 1 out
Mon, Jan 13 Probability and Bayes Nets pdf pdf
Wed, Jan 15 Inference in HMMs pdf pdf
Mon, Jan 20 <<< MLK Holiday >>>
Wed, Jan 22 Inference in Graphical Models pdf pdf 1 due - 2 out
Mon, Jan 27 Kinematics in the Plane pdf Quiz 1
Wed, Jan 29 Continuous Path Planning pdf
Mon, Feb 3 Monte Carlo Inference pdf pdf 2 due - 3 out
Wed, Feb 5 Sampling-based Planning pdf
Mon, Feb 10 Forward Kinematics pdf Quiz 2
Wed, Feb 12 Jacobians and Trajectory Control pdf pdf
Mon, Feb 17 Inverse Kinematics pdf 3 due - 4 out
Wed, Feb 19 RRT and Probabilistic Roadmaps pdf
Mon, Feb 24 Computer Vision Fundamentals pdf pdf Quiz 3
Wed, Feb 26 Pinhole Cameras pdf pdf
Mon, Mar 2 Stereo Vision pdf 4 due - 5 out
Wed, Mar 4 Segmentation pdf
Mon, Mar 9 Autonomous Vehicles Quiz 4
Wed, Mar 11 Iterated Closest Points pdf
Mon, Mar 16 <<< Spring Break >>>
Wed, Mar 18 <<< Spring Break >>>
Mon, Mar 23 <<< No Lectures >>>
Wed, Mar 25 <<< No Lectures >>>
Mon, Mar 30 SLAM with LIDAR pdf pdf 5 due - 6 out
Wed, Apr 1 Motion Planning for Driving pdf
Mon, Apr 6 Deep Learning for Vision I pdf Quiz 5
Wed, Apr 8 Deep Learning for Vision II pdf
Mon, Apr 13 Reinforcement Learning I pdf
Wed, Apr 15 Reinforcement Learning II pdf
Mon, Apr 20 Deep Reinforcement Learning pdf 6 due
Mon, Apr 27 Quiz 6