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 |