Difference between revisions of "Cognitive Robotics"

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(Teaching Material)
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The course will introduce rigorously the fundamentals of the different modeling approaches, will put in evidence the application possibilities, by comparing different models, examples and application cases, will introduce design techniques for systems based on these technologies.  
 
The course will introduce rigorously the fundamentals of the different modeling approaches, will put in evidence the application possibilities, by comparing different models, examples and application cases, will introduce design techniques for systems based on these technologies.  
 
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===Teachers===
 
===Teachers===
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* [http://www.dei.polimi.it/people/gini Giuseppina Gini]: the teacher
 
* [http://www.dei.polimi.it/people/gini Giuseppina Gini]: the teacher
 
* [http://www.dei.polimi.it/people/matteucci Matteo Matteucci]: the teaching assistant
 
* [http://www.dei.polimi.it/people/matteucci Matteo Matteucci]: the teaching assistant
 
  
 
===Course Program===
 
===Course Program===
  
* '''What is Soft Computing''': fuzzy systems, neural networks, stochastic algorithms and models;
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The following are the lectures I am giving as Teaching Assistant of the Cognitive Robotics Course
* '''Fuzzy models''': fuzzy sets, fuzzy logic, fuzzy rules, motivations for fuzzy modeling;
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* Robotics Middlewares: ...
* '''Neural networks''': basics, supervised and unsuprvised learning, main modelsi, selection and evaluation;
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* ROS Introduction: ...
* '''Stochastic models''': basics, optimization of models, fitness function, model definition, genetic algorithms, reinforcement learning, bayesian networks;
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* PDDL Language: ...
* '''Applications''': motivations, choices, models, case studies.
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* PDDL Language extensions: ...
  
 
===Teaching Material===
 
===Teaching Material===

Revision as of 01:38, 25 March 2014


I am the Teaching Assistant of the Cognitive Robotics course; the official site of the course is not maintained by me and it can be found here. On this page I am publishing the material of my lectures for this class but you can find those also on the official course page.

Course Aim & Organization

Teachers

The course is composed by a blending of lectures and exercises by the course teacher and the teaching assistant:

Course Program

The following are the lectures I am giving as Teaching Assistant of the Cognitive Robotics Course

  • Robotics Middlewares: ...
  • ROS Introduction: ...
  • PDDL Language: ...
  • PDDL Language extensions: ...

Teaching Material

Here you find a copy of the slide of the teaching assistant, the slides for the whole course are available here