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Volumn 9, Issue 6, 2005, Pages 615-627

Systematically incorporating domain-specific knowledge into evolutionary speciated checkers players

Author keywords

Checkers; Combination; Domain knowledge; Endgame database; Opening knowledge; Speciation

Indexed keywords

ARTIFICIAL INTELLIGENCE; DATABASE SYSTEMS; EVOLUTIONARY ALGORITHMS; HEURISTIC METHODS; LEARNING ALGORITHMS;

EID: 29244469966     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2005.856213     Document Type: Article
Times cited : (18)

References (39)
  • 1
    • 0036147771 scopus 로고    scopus 로고
    • "Programming backgammon using self-teaching neural nets"
    • Jan.
    • G. Tesauro, "Programming backgammon using self-teaching neural nets," Artif. Intell., vol. 134, no. 1-2, pp. 181-199, Jan. 2002.
    • (2002) Artif. Intell. , vol.134 , Issue.1-2 , pp. 181-199
    • Tesauro, G.1
  • 4
    • 0000267975 scopus 로고    scopus 로고
    • "The othello match of the year: Takeshi Murakami vs. Logistello"
    • M. Buro, "The othello match of the year: Takeshi Murakami vs. Logistello," Int. Comput. Game Assoc. J., vol. 20, no. 3, pp. 189-193, 1997.
    • (1997) Int. Comput. Game Assoc. J. , vol.20 , Issue.3 , pp. 189-193
    • Buro, M.1
  • 7
    • 0028735918 scopus 로고
    • "Multi-stage genetic algorithm learning in game playing"
    • NAFIPS/IFIS/NASA
    • C.-T. Sun and M.-D. Wu, "Multi-stage genetic algorithm learning in game playing," NAFIPS/IFIS/NASA, pp. 223-227, 1994.
    • (1994) , pp. 223-227
    • Sun, C.-T.1    Wu, M.-D.2
  • 8
    • 4344642653 scopus 로고    scopus 로고
    • "The evolution of blackjack strategies"
    • G. Kendall and C. Smith, "The evolution of blackjack strategies," in Proc. Congr. Evol. Comput., vol. 4, 2003, pp. 2474-2481.
    • (2003) Proc. Congr. Evol. Comput. , vol.4 , pp. 2474-2481
    • Kendall, G.1    Smith, C.2
  • 10
    • 0034870903 scopus 로고    scopus 로고
    • "An evolutionary approach for the tuning of a chess evaluation function using population dynamics"
    • G. Kendall and G. Whitwell, "An evolutionary approach for the tuning of a chess evaluation function using population dynamics," in Proc. Congr. Evol. Comput., vol. 2, 2001, pp. 995-1002.
    • (2001) Proc. Congr. Evol. Comput. , vol.2 , pp. 995-1002
    • Kendall, G.1    Whitwell, G.2
  • 11
    • 0032156067 scopus 로고    scopus 로고
    • "Co-evolution in the successful learning of backgammon strategy"
    • J. B. Pollack and A. D. Blair, "Co-evolution in the successful learning of backgammon strategy," Mach. Learn., vol. 32, no. 3, pp. 225-240, 1998.
    • (1998) Mach. Learn. , vol.32 , Issue.3 , pp. 225-240
    • Pollack, J.B.1    Blair, A.D.2
  • 13
    • 29244440658 scopus 로고    scopus 로고
    • "Evolving speciated checkers players with crowding algorithm"
    • K.-J. Kim and S.-B. Cho, "Evolving speciated checkers players with crowding algorithm," in Proc. Congr. Evol. Comput., vol. 1, 2002, pp. 407-412.
    • (2002) Proc. Congr. Evol. Comput. , vol.1 , pp. 407-412
    • Kim, K.-J.1    Cho, S.-B.2
  • 17
    • 2342541680 scopus 로고    scopus 로고
    • "Chinook: The man-machine world checkers champion"
    • J. Schaeffer, R. Lake, P. Lu, and M. Bryant, "Chinook: The man-machine world checkers champion," AI Mag., vol. 17, no. 1, pp. 21-29, 1996.
    • (1996) AI Mag. , vol.17 , Issue.1 , pp. 21-29
    • Schaeffer, J.1    Lake, R.2    Lu, P.3    Bryant, M.4
  • 18
    • 21244455604 scopus 로고    scopus 로고
    • "A self-learning evolutionary chess program"
    • D. B. Fogel, T. J. Hays, S. Hahn, and J. Quon, "A self-learning evolutionary chess program," in Proc. IEEE, vol. 92, 2004, pp. 1947-1954.
    • (2004) Proc. IEEE , vol.92 , pp. 1947-1954
    • Fogel, D.B.1    Hays, T.J.2    Hahn, S.3    Quon, J.4
  • 19
    • 0001664066 scopus 로고
    • "Solving large retrograde analysis problems using a network of workstations"
    • R. Lake, J. Schaeffer, and P. Lu, "Solving large retrograde analysis problems using a network of workstations," in Proc. Adv. Computer Chess VII, 1994, pp. 135-162.
    • (1994) Proc. Adv. Computer Chess VII , pp. 135-162
    • Lake, R.1    Schaeffer, J.2    Lu, P.3
  • 20
    • 0037705647 scopus 로고    scopus 로고
    • "Evolutionary entertainment with intelligent agents"
    • Jun.
    • D. B. Fogel, "Evolutionary entertainment with intelligent agents," IEEE Comput., vol. 36, no. 6, pp. 106-108, Jun. 2003.
    • (2003) IEEE Comput. , vol.36 , Issue.6 , pp. 106-108
    • Fogel, D.B.1
  • 21
    • 0033325801 scopus 로고    scopus 로고
    • "Evolving neural networks to play checkers without relying on expert knowledge"
    • Nov.
    • K. Chellapilla and D. B. Fogel, "Evolving neural networks to play checkers without relying on expert knowledge," IEEE Trans. Neural Netw., vol. 10, no. 6, pp. 1382-1391, Nov. 1999.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.6 , pp. 1382-1391
    • Chellapilla, K.1    Fogel, D.B.2
  • 22
    • 0035415173 scopus 로고    scopus 로고
    • "Evolving an expert checkers playing program without using human expertise"
    • Aug.
    • K. Chellapilla and D. B. Fogel, "Evolving an expert checkers playing program without using human expertise," IEEE Trans. Evol. Comput., vol. 5, no. 4, pp. 422-428, Aug. 2001.
    • (2001) IEEE Trans. Evol. Comput. , vol.5 , Issue.4 , pp. 422-428
    • Chellapilla, K.1    Fogel, D.B.2
  • 23
    • 2942608456 scopus 로고    scopus 로고
    • "Evolving a checkers player without relying on human experience"
    • D. B. Fogel, "Evolving a checkers player without relying on human experience," ACM Intell., vol. 11, no. 2, pp. 20-27, 2000.
    • (2000) ACM Intell. , vol.11 , Issue.2 , pp. 20-27
    • Fogel, D.B.1
  • 24
    • 0033675959 scopus 로고    scopus 로고
    • "Anaconda defeats hoyle 6-0: A case study competing an evolved checkers program against commercially available software"
    • K. Chellapilla and D. B. Fogel, "Anaconda defeats hoyle 6-0: A case study competing an evolved checkers program against commercially available software," in Proc. Congr. Evol. Comput., vol. 2, 2000, pp. 857-863.
    • (2000) Proc. Congr. Evol. Comput. , vol.2 , pp. 857-863
    • Chellapilla, K.1    Fogel, D.B.2
  • 25
    • 0036131646 scopus 로고    scopus 로고
    • "Verifying Anaconda's expert rating by competing against Chinook: Experiments in co-evolving a neural checkers player"
    • D. B. Fogel and K. Chellapilla, "Verifying Anaconda's expert rating by competing against Chinook: Experiments in co-evolving a neural checkers player," Neurocomputing, vol. 42, no. 1-4, pp. 69-86, 2002.
    • (2002) Neurocomputing , vol.42 , Issue.1-4 , pp. 69-86
    • Fogel, D.B.1    Chellapilla, K.2
  • 26
    • 21844502480 scopus 로고
    • "Discovering complex Othello strategies through evolutionary neural networks"
    • D. E. Moriarty and R. Miikkulainen, "Discovering complex Othello strategies through evolutionary neural networks," Connection Sci., vol. 7, pp. 195-209, 1995.
    • (1995) Connection Sci. , vol.7 , pp. 195-209
    • Moriarty, D.E.1    Miikkulainen, R.2
  • 28
    • 0028555420 scopus 로고
    • "Improving game-tree search with evolutionary neural networks"
    • D. E. Moriarty and R. Miikkulainen, "Improving game-tree search with evolutionary neural networks," in Proc. 1st IEEE Conf. Evolu. Comput., vol. 1, 1994, pp. 496-501.
    • (1994) Proc. 1st IEEE Conf. Evolu. Comput. , vol.1 , pp. 496-501
    • Moriarty, D.E.1    Miikkulainen, R.2
  • 31
    • 34347402654 scopus 로고    scopus 로고
    • "Applying ESP and Region Specialists to Neuro-Evolution for Go"
    • Dept. Comput. Sci., Univ. Texas at Austin, Austin, TX, May Tech. Rep. CSTROI-24
    • A. S. Perez-Bergquist, "Applying ESP and Region Specialists to Neuro-Evolution for Go," Dept. Comput. Sci., Univ. Texas at Austin, Austin, TX, May 2001. Tech. Rep. CSTROI-24.
    • (2001)
    • Perez-Bergquist, A.S.1
  • 32
    • 84901433087 scopus 로고    scopus 로고
    • "An adaptive learning model for simplified poker using evolutionary algorithms"
    • L. Barone and L. While, "An adaptive learning model for simplified poker using evolutionary algorithms," in Proc. Congr. Evol. Comput., vol. 1, 1999, pp. 153-160.
    • (1999) Proc. Congr. Evol. Comput. , vol.1 , pp. 153-160
    • Barone, L.1    While, L.2
  • 33
    • 4344581961 scopus 로고    scopus 로고
    • "Evolving strategies in blackjack"
    • D. B. Fogel, "Evolving strategies in blackjack," in Proc. Congr. Evol. Comput., 2004, pp. 1427-1434.
    • (2004) Proc. Congr. Evol. Comput. , pp. 1427-1434
    • Fogel, D.B.1
  • 34
    • 45149093928 scopus 로고    scopus 로고
    • "An investigation on piece differential information in co-evolution on games using Kalah"
    • W. Ono and Y.-J. Lim, "An investigation on piece differential information in co-evolution on games using Kalah," in Proc. Congr. Evol. Comput., vol. 3, 2003, pp. 1632-1638.
    • (2003) Proc. Congr. Evol. Comput. , vol.3 , pp. 1632-1638
    • Ono, W.1    Lim, Y.-J.2
  • 37
    • 29244469043 scopus 로고    scopus 로고
    • "Evolving neural network ensembles by minimizing of mutual information"
    • Jan.
    • X. Yao and Y. Liu, "Evolving neural network ensembles by minimizing of mutual information," Int. J. Hybrid Intell. Syst., vol. 1, no. 1, pp. 12-21, Jan. 2004.
    • (2004) Int. J. Hybrid Intell. Syst. , vol.1 , Issue.1 , pp. 12-21
    • Yao, X.1    Liu, Y.2
  • 38
    • 0003602231 scopus 로고    scopus 로고
    • Oxford Univ. Press, London, U.K. C6.1 S. W. Mahfoud Niching methods
    • Handbook of Evolutionary Computation, Oxford Univ. Press, London, U.K., 1997. C6.1 S. W. Mahfoud Niching methods.
    • (1997) Handbook of Evolutionary Computation
  • 39
    • 85170282443 scopus 로고    scopus 로고
    • "A density-based algorithm for discovering clusters in large spatial databases with noise"
    • M. Ester, H.-P. Kriegel, J. Sander, and X. Xu, "A density-based algorithm for discovering clusters in large spatial databases with noise," Knowl. Discovery and Data Mining, pp. 226-231, 1996.
    • (1996) Knowl. Discovery and Data Mining , pp. 226-231
    • Ester, M.1    Kriegel, H.-P.2    Sander, J.3    Xu, X.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.