Knowledge Representation and Reasoning
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Probabilistic Robotics
Lectures
- 1st Lecture, 14 Aug 2007
- Introduction
Slides including links to the animations
- Player/Stage Project
- 2nd Lecture, 14 Aug 2007
- Sensors and Actuators
Slides including links to the animations
- Journal article Stanley, the robot that won the DARPA Grand Challenge
- 3rd Lecture, 15 Aug 2007
- Robot Navigation and Control Architectures
Slides including links to the animations
- Player/Stage Project
- 4th Lecture, 15 Aug 2007
- Probabilities and Bayes Rule
Slides
- 5th Lecture, 16 Aug 2007
- Actions and Bayes Filters
Slides
- 6th Lecture, 16 Aug 2007
- Probabilistic Motion Models for Odometry
Slides
- Probabilistic Beam-Based Proximity Models
Slides
- 7th Lecture, 21 Aug 2007
- Probabilistic Beam-Based Proximity Models (continued)
Slides
- Discrete Filters: Markov localisation
Slides
- 8th Lecture, 21 Aug 2007
- Particle Filters
Slides
- 9th Lecture, 22 Aug 2007
- Particle Filters (continued)
Slides
- 10th Lecture, 22 Aug 2007
- Gaussian Filters
Slides
- Mapping with Known Poses
Slides
- 11th Lecture, 23 Aug 2007
- Mapping with Known Poses (continued)
Slides
- 12th Lecture, 23 Aug 2007
- SLAM Mapping
Slides
Lab class
- Lab class, 20 Aug 2007
- Tutorial package for Player/Stage
including Player documentation
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