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Lectures - Spring 2026

Course Reader (.pdf)

Lectures, MT, MPs

Week Tues Topic Thurs Topic Fri Lab Notes
1 01/20 Overview / Intro to Safety
slides
01/22 Verification, reachability, invariance
slides
01/23 Intro, MP0 walkthrough slides MP0 released
2 01/27 Safety 3: reachability, inductive invariants slides 01/29 Neural networks, gradient descent slides 01/30 Team formation, MP1 walkthrough MP1 released
3 02/03 Perception 2: intrinsic, extrinsic matrices, homogeneous coordinates (slides) 02/05 Perception 3: calibration, perspective, projection, eigenvalue problem (slides) 02/06 MP0 Demo (MP0 Due) -
4 02/10 Perception 4: depth estimation, visual odometry, fundamental matrix, epipolar geometry (slides) 02/12 Control 1: ODEs, lipschitz contuinity, bang-bang control (slides) 02/13 MP2 walkthrough slides MP2 released
5 02/17 GEM Field Trip (meet at the highbay facility) 02/19 F1tenth, GRAIC, and Drones overview 02/20 MP1 Demo (MP1 due) -
6 02/24 Review Session 02/26 Midterm 1 02/27
7 03/03 Control 2: PID, linear systems (slides) 03/05 Control 3: linear systems, stability, Lyapunov, Hurwitz criteria (slides) 03/06 MP2 Demo (MP2 due)
8 03/10 TBD 03/12 Project review 03/13 MP3 released/walkthrough slides -
03/16 (Mon) Spring break
03/22 (Sun) Spring break
9 03/24 Filtering 1: Markov chains, conditional probability, motion models (slides) 03/26 Filtering 2: localization bayes filter, histogram filter, beliefs (slides) 03/27 Open Lab -
10 03/31 Review Session 04/02 Miderm 2 04/03 -
11 04/07 Filtering 3: Kalman filter, localization particle filter, importance sampling (slides) 04/09 Filtering 4: review; SLAM (slides) 04/10 MP3 Demo (MP3 due) -
12 04/14 Planning 1: graph search, uniform cost search (slides) 04/16 Planning 2: A*, optimal search, cost-to-go heuristics (slides) 04/17 -
13 04/21 Planning 3: hybrid A*, PRM, probabilistic completeness (slides) 04/23 Planning 4: RRT, RRG, asymptotic optimality (slides) 04/24 - -
15 04/28 Guest Lecture 04/30 Review Session 05/01 - -
15 05/05 Midterm 3 Last class
05/07 Reading day
05/08 Final exam week; Final presentation/demo

Friday Labs

Session TA CA
AB1 (9am-10am) Fatemeh
AB2 (10am-11am) James
AB3 (11am-12pm) Will
AB4 (12pm-1pm) Alex
AB5 (1pm-2pm) Hanna
AB6 (4pm-5pm) Abhishek

Office Hours

All TA Office Hours will be held in ECEB 5072 lab.

Day Time TA
Tuesday 5-6PM Will
Wednesday 11am-12PM Abhishek
Thursday 10-11AM James
Thursday 5-6PM Hanna