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Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans....

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@TechUnited [email protected] www.techunited.nl Tech United Eindhoven Team Presentation Tech United by: Ainse Kokkelmans
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Page 1: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

@TechUnited

[email protected]

www.techunited.nl

Tech United Eindhoven

Team Presentation Tech Unitedby: Ainse Kokkelmans

Page 2: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

Content

Recap of last year

Requested Topics

Shooting with Machine Learning

Dealing with light condition changes

Path planning

The future: learning behavior of opponent teams

Page 3: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

Recap of last year

1st place RoboCup Sydney & 2nd place Portuguese Open

Page 4: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

Our Team

5%

36%

18%

14%

27%

Hobbyists

BSc MSc PhD TU/e Alumni

5

1

1

Education

BSc MSc PDEng

Page 5: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

Requested Topics

Page 6: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

Shooting with Machine Learning

𝑻𝒂𝒓𝒈𝒆𝒕

Duty Cycle

Leverheight

𝒗𝟎

𝜶𝟎

EKF Kinect𝒗𝟎,𝒎𝒆𝒂𝒔

𝜶𝟎,𝒎𝒆𝒂𝒔

𝒗𝟎,𝒅𝒆𝒔

𝜶𝟎,𝒅𝒆𝒔

𝒙𝒃𝒂𝒍𝒍(𝒕), 𝒚𝒃𝒂𝒍𝒍(𝒕), 𝒛𝒃𝒂𝒍𝒍(𝒕)

𝜷𝟎, 𝜷𝟏, 𝜷𝟐

Inverse Model

Inverse Model

Inter-Robot Variation + Time Dependency

𝑲

𝑳

Page 7: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

Dealing with Light Condition Changes

Page 8: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

Dealing with Light Condition Changes

Page 9: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

Dealing with Light Condition Changes

Page 10: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

Path Planning

To be continued…

Page 11: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

Learning behavior of Opponent Teams by Peter

Page 12: Team Presentation Tech United - RoboCup · Team Presentation Tech United by: Ainse Kokkelmans. Content Recap of last year Requested Topics Shooting with Machine Learning Dealing with

@TechUnited

[email protected]

www.techunited.nl

Tech United Eindhoven

Thank you for your attention!


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