1 / 15

Fuzzy Reasoning in Computer Go: Strategy and Game Stages

Explore the application of fuzzy reasoning in the strategic stages of computer Go, focusing on human reasoning, group establishment, threat assessment, and future development using hybrid systems.

lillith-frost
Télécharger la présentation

Fuzzy Reasoning in Computer Go: Strategy and Game Stages

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Fuzzy ReasoninginComputer Go Opening Stage Strategy P.Lekhavat and C.J.Hinde

  2. Game Objective • Surrounding most area on the board

  3. Game Stages • Opening game • Middle game • End game

  4. Opening game stage • Establish groups • Extend from own group • Prevent extension from opponent group • Reinforce weak group • Threaten invasion to opponent group

  5. Human reasoning • Territory • Potential • Urgent Move • Large Move • Framework

  6. Drawing Border

  7. Territory and Potential

  8. Stones potential

  9. Fuzzy Influence Conventional method Fuzzy Influence

  10. Using Fuzzy reasoning in Positional judgement Group A status - slightly weak, thin, pretty light Strategy for white - create base, enlarge eye space Strategy for black - threaten, neutralise group influence

  11. Hybrid SystemFuture development Fuzzy reasoning Pattern recognition Neural network Search tree Genetic algorithm

  12. Conclusion • Fuzzy reasoning was intended to be used to reduce search space by narrowing local objective • It need to be combined with other techniques to explore the best move • Also need automatic learning system improve it efficiency

  13. ?

  14. Middle game stage • Invade opponent territory • Defence their own territory

  15. End game stage • Close the gap between each groups

More Related