-
1
-
-
0000218399
-
"Programming a computer for playing chess
-
C. Shannon, "Programming a computer for playing chess, Philos. Mag., vol. 41, pp. 256-275, 1950.
-
(1950)
Philos. Mag.
, vol.41
, pp. 256-275
-
-
Shannon, C.1
-
2
-
-
0001201756
-
"Some studies in machine learning using the game of checkers"
-
A. Samuel, "Some studies in machine learning using the game of checkers," IBM J. Res. Develop., vol. 3, pp. 211-229, 1959.
-
(1959)
IBM J. Res. Develop.
, vol.3
, pp. 211-229
-
-
Samuel, A.1
-
3
-
-
0013395102
-
"Trial and error"
-
Baltimore,MD: Penguin
-
D. Michie, "Trial and error," in Science Survey, Part 2. Baltimore,MD: Penguin, 1961, pp. 129-145.
-
(1961)
Science Survey, Part 2
, pp. 129-145
-
-
Michie, D.1
-
4
-
-
0032156067
-
"Co-evolution in the successful learning of backgammon strategy"
-
J. Pollack and A. Blair, "Co-evolution in the successful learning of backgammon strategy," Mach. Learn., vol. 32, pp. 225-240, 1998.
-
(1998)
Mach. Learn.
, vol.32
, pp. 225-240
-
-
Pollack, J.1
Blair, A.2
-
5
-
-
0033325801
-
"Evolving neural networks to play checkers without expert knowledge"
-
K. Chellapilla and D. Fogel, "Evolving neural networks to play checkers without expert knowledge," IEEE Trans. Neural Netw., vol. 10, no. 6, pp. 1382-1391, 1999.
-
(1999)
IEEE Trans. Neural Netw.
, vol.10
, Issue.6
, pp. 1382-1391
-
-
Chellapilla, K.1
Fogel, D.2
-
6
-
-
0035415173
-
"Evolving an expert checkers playing program without using human expertise"
-
Oct.
-
K. Chellapilla and D. Fogel, "Evolving an expert checkers playing program without using human expertise," IEEE Trans. Evol. Comput., vol. 5, no. 5, pp. 422-428, Oct. 2001.
-
(2001)
IEEE Trans. Evol. Comput.
, vol.5
, Issue.5
, pp. 422-428
-
-
Chellapilla, K.1
Fogel, D.2
-
8
-
-
1942420841
-
"The significance of temporal-difference learning in self-play training: TD-rummy versus EVO-rummy"
-
C. Kotnik and J. Kalita, "The significance of temporal-difference learning in self-play training: TD-rummy versus EVO-rummy," in Proc. Int. Conf. Mach. Learn. (ICML), 2003, pp. 369-375.
-
(2003)
Proc. Int. Conf. Mach. Learn. (ICML)
, pp. 369-375
-
-
Kotnik, C.1
Kalita, J.2
-
9
-
-
0034876587
-
"Why co-evolution beats temporal difference learning at backgammon for a linear architecture, but not a nonlinear architecture
-
[Online]. Available: citeseer.ist.psu.edu/article/darwenO1why.html
-
P. J. Darwen, "Why co-evolution beats temporal difference learning at backgammon for a linear architecture, but not a nonlinear architecture;' in Proc. Congr. Evol. Comput., 2001, pp. 1003-1010. [Online]. Available: citeseer.ist.psu.edu/article/darwenO1why.html.
-
(2001)
Proc. Congr. Evol. Comput.
, pp. 1003-1010
-
-
Darwen, P.J.1
-
10
-
-
0032156140
-
"Comments on 'co-evolution in the successful learning of backgammon strategy'"
-
G. Tesauro, "Comments on 'co-evolution in the successful learning of backgammon strategy'" Mach. Learn., vol. 32, no. 3, pp. 241-243, 1998.
-
(1998)
Mach. Learn.
, vol.32
, Issue.3
, pp. 241-243
-
-
Tesauro, G.1
-
11
-
-
0029276036
-
"Temporal difference learning and TD-gammon"
-
G. Tesauro, "Temporal difference learning and TD-gammon," Commun. ACM, vol. 38, no. 3, pp. 58-68, 1995.
-
(1995)
Commun. ACM
, vol.38
, Issue.3
, pp. 58-68
-
-
Tesauro, G.1
-
13
-
-
0031682491
-
"Evolving neural networks to play go"
-
N. Richards, D. Moriarty, and R. Miikkulainen, "Evolving neural networks to play go, Appl. Intell., vol. 8, pp. 85-96, 1998.
-
(1998)
Appl. Intell.
, vol.8
, pp. 85-96
-
-
Richards, N.1
Moriarty, D.2
Miikkulainen, R.3
-
14
-
-
21244455604
-
"An evolutionary self-learning chess program"
-
Dec.
-
D. Fogel, T. Hays, S. Hahn, and J. Quon, "An evolutionary self-learning chess program," Proc. IEEE, pp. 1947-1954, Dec. 2004.
-
(2004)
Proc. IEEE
, pp. 1947-1954
-
-
Fogel, D.1
Hays, T.2
Hahn, S.3
Quon, J.4
-
15
-
-
29244440658
-
"Evolving speciated checkers players with crowding algorithm"
-
K.-J. Kim and S.-B. Cho, "Evolving speciated checkers players with crowding algorithm," in Proc. Congr. Evolut. Comput., vol. 1, 2002, pp. 407-412.
-
(2002)
Proc. Congr. Evolut. Comput.
, vol.1
, pp. 407-412
-
-
Kim, K.-J.1
Cho, S.-B.2
-
16
-
-
0004156494
-
"Reinforcement learning through evolutionary computation"
-
D. Moriarty, A. Schultz, and J. Grefenstette, "Reinforcement learning through evolutionary computation," J. Artif. Intell. Res., vol. 11, pp. 241-276, 1999.
-
(1999)
J. Artif. Intell. Res.
, vol.11
, pp. 241-276
-
-
Moriarty, D.1
Schultz, A.2
Grefenstette, J.3
-
17
-
-
84901478156
-
"Comparing PSO structures to learn the game of checkers from zero knowledge"
-
N. Franken and A. Engelbrecht, "Comparing PSO structures to learn the game of checkers from zero knowledge," in Proc. Congr. Evol. Comput., 2003, pp. 234-241.
-
(2003)
Proc. Congr. Evol. Comput.
, pp. 234-241
-
-
Franken, N.1
Engelbrecht, A.2
-
18
-
-
3142749146
-
"Learning to play games using a PSO-based competitive learning approach"
-
Jun.
-
L. Messerschmidt and A. Engelbrecht, "Learning to play games using a PSO-based competitive learning approach," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 280-288, Jun. 2004.
-
(2004)
IEEE Trans. Evol. Comput.
, vol.8
, Issue.3
, pp. 280-288
-
-
Messerschmidt, L.1
Engelbrecht, A.2
-
20
-
-
84943227555
-
"Using evolutionary programming to create networks that are capable of playing tic-tac-toe "
-
D. Fogel, "Using evolutionary programming to create networks that are capable of playing tic-tac-toe," in Proc. IEEE Int. Conf. Neural Netw., 1993, pp. 875-880.
-
(1993)
Proc. IEEE Int. Conf. Neural Netw.
, pp. 875-880
-
-
Fogel, D.1
-
21
-
-
0001747145
-
"Competitive environments evolve better solutions for complex tasks"
-
S. Forrest, Ed
-
P. J. Angeline and J. B. Pollack, "Competitive environments evolve better solutions for complex tasks," in Proc. 5th Int. Conf. Genetic Algorithms, S. Forrest, Ed., 1993, pp. 264-270.
-
(1993)
Proc. 5th Int. Conf. Genetic Algorithms
, pp. 264-270
-
-
Angeline, P.J.1
Pollack, J.B.2
-
22
-
-
84958954854
-
"Learning on graphs in the game of Go"
-
T. Graepel, M. Goutrie, M. Krüger, and R. Herbrich, "Learning on graphs in the game of Go," in Proc. Int. Conf. Artif. Neural Netw., 2001, pp. 347-352.
-
(2001)
Proc. Int. Conf. Artif. Neural Netw.
, pp. 347-352
-
-
Graepel, T.1
Goutrie, M.2
Krüger, M.3
Herbrich, R.4
-
23
-
-
0000433333
-
"Temporal difference learning of position evaluation in the game of Go"
-
N. Schraudolph, P. Dayan, and T. Sejnowski, "Temporal difference learning of position evaluation in the game of Go," in Proc. Neural Inf. Process. Syst. 6, 1994, pp. 817-824.
-
(1994)
Proc. Neural Inf. Process. Syst.
, vol.6
, pp. 817-824
-
-
Schraudolph, N.1
Dayan, P.2
Sejnowski, T.3
-
24
-
-
84902482960
-
"Evaluation in Go by a neural network using soft segmentation"
-
M. Enzenberger, "Evaluation in Go by a neural network using soft segmentation," in Proc. 10th Advances Comput. Games Conf., 2003, pp. 97-108.
-
(2003)
Proc. 10th Advances Comput. Games Conf.
, pp. 97-108
-
-
Enzenberger, M.1
-
25
-
-
4344629171
-
"An investigation of an evolutionary approach of the opening of Go"
-
G. Kendall, R. Yaakob, and P. Hingston, "An investigation of an evolutionary approach of the opening of Go," in Proc. Congr. Evol. Comput., 2004, pp. 2052-2059.
-
(2004)
Proc. Congr. Evol. Comput.
, pp. 2052-2059
-
-
Kendall, G.1
Yaakob, R.2
Hingston, P.3
-
26
-
-
4243659908
-
Knowledge representation in the many faces of Go
-
Tech. Rep., American Go Association. [Online]. Available: ftp:// bsd-server.ucsfedu/Go/comp/mfg.Z
-
D. Fotland. (1993) Knowledge representation in the many faces of Go. Tech. Rep., American Go Association. [Online]. Available: ftp:// bsd-server.ucsfedu/Go/comp/mfg.Z
-
(1993)
-
-
Fotland, D.1
-
27
-
-
0036149616
-
"Computer go"
-
M. Muller, "Computer go," Artif. Intell., vol. 134, pp. 145-179, 2002.
-
(2002)
Artif. Intell.
, vol.134
, pp. 145-179
-
-
Muller, M.1
-
28
-
-
0003582853
-
The integration of a priori knowledge into a Go playing neural network
-
[Online]. Available
-
M. Enzenberger. (1996) The integration of a priori knowledge into a Go playing neural network. [Online]. Available: http://www. markus-enzenberger.de/neurogol996.html
-
(1996)
-
-
Enzenberger, M.1
-
29
-
-
4344712038
-
"Solution Concepts in Coevolutionary Algorithms"
-
Ph.D. dissertation, Brandeis Univ., Waltham, MA
-
S. Ficici, "Solution Concepts in Coevolutionary Algorithms," Ph.D. dissertation, Brandeis Univ., Waltham, MA, 2004.
-
(2004)
-
-
Ficici, S.1
-
30
-
-
0001118093
-
"Co-evolving parasites improves simulated evolution as an optimization procedure"
-
D. Hillis, "Co-evolving parasites improves simulated evolution as an optimization procedure," Physica D, vol. 42, pp. 228-234, 1990.
-
(1990)
Physica D
, vol.42
, pp. 228-234
-
-
Hillis, D.1
-
32
-
-
0023331258
-
"An introduction to computing with neural nets"
-
Apr.
-
R. Lippmann, "An introduction to computing with neural nets," IEEE ASSP Mag., pp. 4-22, Apr. 1987.
-
(1987)
IEEE ASSP Mag.
, pp. 4-22
-
-
Lippmann, R.1
-
33
-
-
84901411850
-
"Piece difference: Simple to evolve?"
-
E. Hughes, "Piece difference: Simple to evolve?," in Proc. Congr. Evol. Comput., 2003, pp. 2470-2473.
-
(2003)
Proc. Congr. Evol. Comput.
, pp. 2470-2473
-
-
Hughes, E.1
-
34
-
-
4344679259
-
"Competitive coevolution through evolutionary complexification"
-
K. Stanley and R. Miikulainen, "Competitive coevolution through evolutionary complexification," J. Artificial Intell. Res., vol. 21, pp. 63-100, 2004.
-
(2004)
J. Artificial Intell. Res.
, vol.21
, pp. 63-100
-
-
Stanley, K.1
Miikulainen, R.2
-
35
-
-
0002933170
-
"Designing neural networks using genetic algorithm with graph generation system"
-
H. Kitano, "Designing neural networks using genetic algorithm with graph generation system," Complex Syst., vol. 4, pp. 461-476, 1990.
-
(1990)
Complex Syst.
, vol.4
, pp. 461-476
-
-
Kitano, H.1
-
36
-
-
0011246591
-
"Cellular encoding of genetic neural networks"
-
Ecole Normale Superieure de Lyon, Laboratoire de l'Informatique du Parallelisme, Tech. Rep
-
F. Gruau, "Cellular encoding of genetic neural networks," Ecole Normale Superieure de Lyon, Laboratoire de l'Informatique du Parallelisme, Tech. Rep. 92-21, 1992.
-
(1992)
, pp. 21-92
-
-
Gruau, F.1
-
37
-
-
0012329219
-
"A comparison between cellular encoding and direct encoding for genetic neural networks"
-
Neuro-colt Tech. Rep. NC-TR-96-048
-
F. Gruau, D. Whitley, and L. Pyeatt, "A comparison between cellular encoding and direct encoding for genetic neural networks," Neuro-colt Tech. Rep. NC-TR-96-048, 1996.
-
(1996)
-
-
Gruau, F.1
Whitley, D.2
Pyeatt, L.3
-
38
-
-
0038145011
-
"Temporal difference learning applied to a high-performance game-playing program"
-
J. Schaeffer, M. Hlynka, and V. Jussila, "Temporal difference learning applied to a high-performance game-playing program," in Proc. Int. Joint Conf. Artif. Intell., 2001, pp. 529-534.
-
(2001)
Proc. Int. Joint Conf. Artif. Intell.
, pp. 529-534
-
-
Schaeffer, J.1
Hlynka, M.2
Jussila, V.3
-
39
-
-
9444260194
-
"Solving go on small boards"
-
E. Ven Der Werf, J. Ven Den Herik, and J. Uiterwijk, "Solving go on small boards," ICGA J., vol. 26, no. 2, pp. 92-107, 2003.
-
(2003)
ICGA J.
, vol.26
, Issue.2
, pp. 92-107
-
-
Ven Der Werf, E.1
Ven Den Herik, J.2
Uniterwijk, J.3
-
40
-
-
27844439040
-
"AI techniques for the game of Go"
-
Ph.D. dissertation, Maastricht Univ., Maastricht, The Netherlands
-
E. Van Der Werf, "AI techniques for the game of Go," Ph.D. dissertation, Maastricht Univ., Maastricht, The Netherlands, 2005.
-
(2005)
-
-
Van Der Werf, E.1
-
41
-
-
0035479281
-
"Computer Go: An AI-oriented survey"
-
B. Bouzy and I Cazenave, "Computer Go: An AI-oriented survey," Artif. Intell. J., pp. 39-103, 2001.
-
(2001)
Artif. Intell. J.
, pp. 39-103
-
-
Bouzy, B.1
Cazenave, I.2
-
42
-
-
0002882372
-
"Knightcap: A chess program that learns by combining TD(λ) with game-tree search"
-
[Online]. Available: citeseer.ist.psu.edu/baxter98knightcap.html
-
J. Baxter, A. Trigdell, and L. Weaver, "Knightcap: A chess program that learns by combining TD(λ) with game-tree search," in Proc. 15th Int. Conf. Mach. Learn., 1998, pp. 28-36. [Online]. Available: citeseer.ist.psu.edu/baxter98knightcap.html.
-
(1998)
Proc. 15th Int. Conf. Mach. Learn.
, pp. 28-36
-
-
Baxter, J.1
Trigdell, A.2
Weaver, L.3
-
44
-
-
84944327472
-
"Reducing random fluctuations in mutative self-adaptation"
-
Berlin, Germany: Springer-Verlag Parallel Problem Solving from Nature VII (PPSN-2002)
-
T. P. Runarsson, "Reducing random fluctuations in mutative self-adaptation," in Lecture Notes in Computer Science. Berlin, Germany: Springer-Verlag, 2002, vol. 2439, Parallel Problem Solving from Nature VII (PPSN-2002), pp. 194-203.
-
(2002)
Lecture Notes in Computer Science
, vol.2439
, pp. 194-203
-
-
Runarsson, T.P.1
-
45
-
-
0033362601
-
"Evolving artificial neural networks"
-
X. Yao, "Evolving artificial neural networks,"Proc. IEEE, vol. 87, no. 9, pp. 1423-1447, 1999.
-
(1999)
Proc. IEEE
, vol.87
, Issue.9
, pp. 1423-1447
-
-
Yao, X.1
|