Schedule

Schedule Broad Area Topics covered in Lecture
1/13 Lec 1 Refresher in Robotics Kinematics & Dynamics review - Intro to Task-Configuration-work-joint spaces
1/20 Lec 2 Planning Task Spaces in Robotics
1/27 Lec 3 Planning Search A, D, RRT, PRM
2/3 Lec 4 Planning Convex Optimization Basics (constrained & unconstrained)
2/10 Lec 5 Planning Optimization based Planning
2/10 due 6PM ET Assignment 1 due
2/17 Lec 6 Control Intro to stochastic Optimal Control: LQR, iLQR
2/24 Reading Week (no class)
3/3 Lec 7 Control Optimization-based Control: Collocation, Shooting, MPC
3/10 Lec 8 RL Intro to RL for Robotics
3/10 due 6PM ET Project Proposals due
3/17 Lec 9 RL Model-Free RL + Model Based RL
3/17 due 6PM ET Assignment 2 due
3/24 Lec 10 Perception Perception in Robotics
3/31 Lec 11 Perception ML in Robot Perception
3/31 due 6PM ET Assignment 3 due
4/7 Lec 12 Perception 3D Perception: Tracking and Pose Estimation
4/10 Take home Final
4/16 Final Project Presentations (recorded) + Reports