33
役割および協調相の学習に基づく 効的なチーム編成法の提案 早稲学 基幹学研究科 情報学専攻 菅原研究室 2

修士論文発表資料

Embed Size (px)

Citation preview

  • 1. 2

2. 2 3. = 3 4. [1] [1] Thomas Genin. Coalition Formation Strategies for Self-Interested Agents in Task Oriented Domains.IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2010.4 5. 5 6. 6 7. 4, 2 = 7 8. queue 8, 4 = = 8 9. queue= 9 10. 10 11. : queue11 12. 12 13. queue 13 14. queue14 15. OK queue 15 16. queue16 17. queue 17 18. queue18 19. queue 19 20. 20 21. 21 22. 22 23. 23 24. 3 3 : : : 24 25. () * () () * ()25 26. -greedy -greedy 26 27. 27 28. 50 50 2 110 18 35 tick 5,00025tick 29. [2] (CNP) [1] [2] Smith, R.G. The Contract Net Protocol: High-Level Communication and Control in a Distrivuted Problem Solver.IEEE Transactions on Computers C-29(12), 1104-1113, 1980. 30. 1200"1000" 800" 600" CNP 400" 200" 0"0" 1000" 2000" 3000" 4000" 5000" Ticks 30 31. 510% CNP 220% 31 32. Dai Hamada and Toshiharu Sugawara, Autonomous decision on teamroles for efficient team formation by parameter learning and itsevaluation, the special issue of the International Journal of InnovativeComputing Information and Control (IJICIC), 2013. (in press) Dai Hamada and Toshiharu Sugawara, Deciding Roles for Efficient TeamFormation by Parameter Learning, KES-AMSTA 2012, LNCS 7327, pp.544-553, Dubrovnik, Croatia, June 25-27, 2012. Dai Hamada and Toshiharu Sugawara, Two-Sided Parameter Learningof Role Selections for Efficient Team Formation, PRIMA-2012, LNCS (LNAI)7455, pp. 122-136, Kuching, Malaysia, September 3-7, 2012.32 33. , , , 25 (JSAI2011), 1F3-3, , , June. 1-3, 2011. ,, , FIT2011 (), RF-10, /, , Sep. 7-9, 2011. , , , (JAWS2011) , , , , , , Oct. 26 - 28, 2011. 33