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cpe 580 - Probabilistic Robotics
Lectures
Note the lecture materials below are not meant to be course notes, but are only provided as a guide as to what will be presented in lecture. Several images/slides are from Sebastian Thrun's text book page.
Tue 9/23 Introduction 1.1-1.3,2.2
Thr 9/25 Probability Review
Tue 9/30 ROV Deployment I 2.3,2.4
Thr 10/2 Bayes Filters 2.3,2.4
Tue 10/7 Gaussian Filters 3.1,3.2,3.3,4.3
Thr 10/9 Robot Motion Models 5.1-5.4
Tue 10/14 Perception Models 6.1-6.3
Thr 10/16 Lab Only
Tue 10/21 EKF Localization 7.1-7.3,7.4
Thr 10/23 Monte Carlo Localization 8.1-8.3
Tue 10/28 Occupancy Grid Mapping 9.1-9.4
Thr 10/30 Midterm Exam - Dr. Clark is away
Tue 11/4 ROV Deployment II
Thr 11/6 Paper 1: EKF Localization Application (G3: AK, EG, JP, W), Paper 2: MCL Application (G5: RW, JK, NL)
Tue 11/11 Holiday: Veteran’s Day
Thr 11/13 EKF SLAM 10.1,10.2-10.3
Tue 11/18 Away
Thr 11/20 Away
Tue 11/25 ROV Deployment II
Thr 11/27 Holiday: Thanksgiving
Tue 12/2 FastSLAM, Paper 3: Occ. Grid Mapping (G1: DN, TK, MS, MB) 13
Thr 12/4 Paper 4: EKF SLAM Application (G2: JA, AT, CW, DC)m Paper 5: FastSLAM (G4: RM, JRA, ES, D)
Thr 12/11 Final Exam, Hardcopy Due 1:10pm, Fri 12/12.