Temporal Difference Learning Versus CoEvolution for Acquiring Othello Position Evaluation - PowerPoint PPT Presentation

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Temporal Difference Learning Versus CoEvolution for Acquiring Othello Position Evaluation

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Temporal Difference Learning. Versus Co-Evolution. for Acquiring Othello Position Evaluation ... Animation of Othello? Implementation story. Setup ... – PowerPoint PPT presentation

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Title: Temporal Difference Learning Versus CoEvolution for Acquiring Othello Position Evaluation


1
Temporal Difference Learning Versus
Co-Evolutionfor Acquiring Othello Position
Evaluation
  • Simon M. Lucas
  • Computer Science Dept, University of Essex
  • Thomas P. Runarsson
  • Science Institute, University of Iceland

2
Slides to make
  • Animation of Othello?
  • Implementation story
  • Setup
  • Pictures of board weights (standard and evolved)
  • Web league results

3
TDL versus CEL
  • What method works best to learn a game strategy?
  • Which method learns fastest?
  • Which method achieves ultimately higher play?

4
Web-based League
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