Week-by-week schedule
Week-by-week schedule#
Note: Italicized text indicates planned topics, but subject to change.
Date |
Week |
Topic |
Milestones |
Links |
---|---|---|---|---|
March 31 |
1 |
Introduction, state-space dynamics, linearization, continuous and discrete time dynamics |
hw 1 out |
|
April 7 |
2 |
Intro to optimization, Control Lyapunov Functions, control invariant sets, Control barrier functions, CLF-CBF-QP |
||
April 14 |
3 |
Guest lecture (Dr. Max Cohen) CBFs in the real-world!, |
lec05 pdf, Pre-reading for guest lecture: Control barrier functions via reduced-order models, lec06 pdf |
|
April 21 |
4 |
Value function, Bellman equation, value iteration, stochastic DP |
hw 1 due; |
|
April 28 |
5 |
HJB, HJI, HJ reachability, linear quadratic regulator |
Project proposal due |
|
May 5 |
6 |
LQR (DT), LQR (CT), Tracking LQR |
||
May 12 |
7 |
iLQR, Trajectory optimization, model predictive control |
hw 2 due |
|
May 19 |
8 |
Guest lecture (Chris Hayner OpenSCvx), Kalman filter |
||
May 26 |
9 |
(No lecture; Memorial Day) |
hw 3 due |
|
June 2 |
10 |
Project spotlight presentation |
Due project pitch |
|
Finals |
Due final report or website |