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Temporal Difference Learning Versus Co-Evolution for Acquiring Othello Position Evaluation Simon M. Lucas Computer Science Dept, University of Essex Thomas.

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Presentation on theme: "Temporal Difference Learning Versus Co-Evolution for Acquiring Othello Position Evaluation Simon M. Lucas Computer Science Dept, University of Essex Thomas."— Presentation transcript:

1 Temporal Difference Learning Versus Co-Evolution for 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 learns fastest? Which method achieves ultimately higher play? Which method achieves ultimately higher play?

4 Web-based League


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