Abandoning objectives: Evolution through the search for novelty alone

作者: Joel Lehman , Kenneth O. Stanley

DOI: 10.1162/EVCO_A_00025

关键词: Fitness functionDeceptionNoveltyNeuroevolutionEvolutionary computationMachine learningIncremental heuristic searchArtificial lifeArtificial intelligenceEvolutionary algorithmComputer science

摘要: … to a different representation: genetic programming (GP; Lehman and Stanley, 2010a); on both a variant of the maze domain and the standard GP artificial ant benchmark, novelty search …

参考文章(114)
Y Kato, T Kubo, Ys Chung, Rg Wagner, G Choudalakis, D Chokheli, J Conway, Ab Wicklund, Js Suh, Ns Lockyer, R Vidal, J Adelman, G Chiarelli, Dj Kong, Jy Han, C Plager, L Pinera, J Linacre, K Nakamura, M Martinez, J Efron, T Wright, M Datta, Ca Cox, S Cabrera, P Totaro, G Bellettini, A Semenov, A Nagano, M Loreti, T Wakisaka, Y Shon, R Mumford, A Hocker, E Palencia, Ba Gonzalez, X Zhang, M Herndon, R Miller, P Roy, S Torre, R Orava, E Rogers, M Kurata, T Yoshida, B Parks, L Ristori, C Liu, M Jones, M Cordelli, Hahn, Mk Jha, Rl Wagner, Pm Fernandez, Gp di Giovanni, Jg da Costa, Ej Jeon, Sp Griso, Mp Schmidt, M Gold, S Leone, G Pauletta, G Giurgiu, Smith, A Heijboer, F Scuri, K Hara, T Kamon, J Lueck, T Rodriguez, S Tourneur, T Miao, Martin, J Galyardt, A Clark, M Hussein, I Shreyber, J Slaunwhite, M Vogel, Ga Thompson, Jc Cully, A Sisakyan, Cs Moon, S Lami, P Renton, E Pueschel, A Bodek, A Yagil, By Han, M Shochet, D Torretta, Gp Yeh, S Richter, S Hewamanage, E Lee, J Deng, Jl Gimmell, E Lipeles, M Mathis, U Grundler, M Rossi, A Safonov, Jp Chou, T Aaltonen, H Miyake, J Yamaoka, M Rescigno, D Hare, D Gerdes, Sh Kim, A Anastassov, M Shimojima, Ee Schmidt, Tj Phillips, A Varganov, Ks Mcfarland, A Deisher, M Hare, I Bizjak, M Mussini, A Napier, A Sedov, K Hahn, F Margaroli, N Miladinovic, Rg Feild, B Rutherford, K Lannon, Neubauer, Bartsch, Boisvert, Ramakrishnan, Giakoumopoulou, Sorin, Dittmann, Rusu, Glagolev, P Mehtala, R Snihur, Z Gunay-Unalan, M Houlden, F Prakoshyn, J Naganoma, N Moggi, P Schlabach, O Poukhov, L Sexton-Kennedy, E Vataga, M Milnik, K Makhoul, P Ttito-Guzman, Y Seiya, Do Litvintsev, T Okusawa, A Menzione, F Happacher, R Martinez-Ballarin, O Salto, R Madrak, B Knuteson, J Lys, D Amidei, D Cauz, S Wolbers, C Calancha, H Saarikko, K Tollefson, A Soha, P Sinervo, G Punzi, S Errede, Ci Ciobanu, C Luci, G Chlachidze, A Scribano, R Kephart, S Somalwar, N Giokaris, D Krop, R Lysak, R Roser, Pe Karchin, A Barbaro-Galtieri, T Shears, S Amerio, A Papaikonomou, D Errede, F Bedeschi, L Nodulman, S Rolli, G Busetto, Gl Strycker, T Spreitzer, I Gorelov, D Lucchesi, L Pondrom, S Seidel, R Takashima, Mj Morello, A Penzo, M Chertok, B Di Ruzza, D Dagenhart, P Giannetti, A Manousakis-Katsikakis, L Cerrito, A Artikov, J Budagov, Kk Joo, P de Barbaro, I Suslov, J Proudfoot, M Hartz, E Halkiadakis, M Deninno, J Yoh, R Rossin, S Harper, K Goulianos, M Trovato, A Gresele, P Mazzanti, M Giunta, Tr Junk, W Ashmanskas, B Whitehouse, R Wallny, J Bellinger, J Morlock, M Weinberger, B Jayatilaka, T Dorigo, C Mesropian, Bt Huffman, S Klimenko, N Ranjan, A Sfyrla, N Goldschmidt, P Lujan, L Demortier, B Kilminster, J Heuser, Pf Derwent, A Mukherjee, G Manca, A Elagin, L Lovas, J Konigsberg, A Pronko, D Bisello, K Genser, G Volpi, J Weinelt, H Gerberich, U Husemann, P Dong, E Wicklund, L Scodellaro, L Sartori, M Casarsa, C Paus, A Canepa, M Feindt, F Ukegawa, S Lammel, T Tomura, C Bromberg, C Ferrazza, D Beecher, M Iori, A Aurisano, I Lazzizzera, T Arisawa, G Introzzi, P Lukens, F Azfar, F Chlebana, I Oksuzian, C Dionisi, G Piacentino, R Culbertson, K Hatakeyama, Necula, R Erbacher, A Warburton, Ma Ciocci, F Ptohos, S Kwang, C Wolfe, G Latino, P Murat, Je Jung, J Patrick, O Gonzalez, Yc Yang, Pk Teng, Fd Snider, P Mcintyre, Sy Tsai, F Sforza, P Giromini, I Vila, G Williams, A Golossanov, P Wilson, L Oakes, E Pianori, K Sato, I Redondo, C Deluca, J Cuevas, D Macqueen, Y Takeuchi, Hw Kim, T Chwalek, D Tonelli, F Rimondi, Y Nagai, M Kruse, M Campbell, D Benjamin, W Wagner, K Pitts, J Keung, C Vellidis, C Grosso-Pilcher, B Carls, M Norman, A Rahaman, W Badgett, Cm Ginsburg, At Goshaw, Wh Chung, P Squillacioti, Dj Cox, M Vidal, S Malde, J Spalding, R Mcnulty, Hc Fang, Jd Lewis, M Binkley, A Attal, Re Blair, Sy Jun, R Forrest, F Vazquez, J Donini, As Thompson, Me Convery, L Kirsch, A Zanetti, Hh Williams, D Waters, T Vine, I Yu, K Gibson, J Kroll, G Bolla, K Kondo, S Budd, A Bhatti, Mj Frank, A Robson, A Mitra, T Maki, G De Lorenzo, E James, Cs Lin, At Laasanen, R Carosi, R Tanaka, Cs Hill, S Pashapour, S Shiraishi, L Santi, T Akimoto, D Bortoletto, S Neubauer, B Casal, Kl Byrum, M Dell'Orso, Mj Kim, F Crescioli, Khotilovich, T Suzuki, K Maeshima, S Behari, S Giagu, J Pursley, M Kreps, K Cho, S Grinstein, G Gomez-Ceballos, S Xie, A Sidoti, J Wagner-Kuhr, K Burkett, Rl Lander, A Mehta, Ve Barnes, T Peiffer, I Nakano, J Nielsen, D Kar, Ss Yu, S Hou, Br Ko, R Field, A Cerri, M Heck, B Brau, D Glenzinski, Je Kim, De Pellett, J Nachtman, M Lindgren, Me Mattson, G Flanagan, Hs Kim, M Tecchio, Sb Kim, T Rodrigo, A Bocci, D Stuart, A Buzatu, Sc Hsu, F Canelli, A Boveia, K Terashi, N Turini, A Sukhanov, N van Remortel, K Osterberg, M Giordani, P Catastini, T Maruyama, A Loginov, S Malik, A Savoy-Navarro, M Schmitt, P Merkel, E Thomson, A Lister, C Haber, G Velev, Y Zheng, K Yamamoto, A Taffard, J Boudreau, G Compostella, J Mulmenstadt, Krutelyov, P Mastrandrea, T Muller, M Paulini, G Bauer, Af Garfinkel, T Masubuchi, M Franklin, S Farrington, Dh Kim, Ma Schmidt, Hs Budd, S Carron, S Sarkar, N Krumnack, Uk Yang, R Moore, Cavaliere, S Carrillo, J Nett, Yd Oh, A Lath, Wm Yao, B Blumenfeld, Wk Sakumoto, D Jang, J Russ, M Lancaster, Aa Paramonov, A Apresyan, J Heinrich, D Stentz, B Stelzer, M Renz, S Zucchelli, A Martin, M Stanitzki, J Thom, Papadimitriou, Np Kulkarni, X Wu, T Davies, Wc Wester, Pf Shepard, Sh Chuang, Sz Shalhout, P Bussey, A Bridgeman, Rm Harris, N Pounder, Wt Fedorko, M Gallinaro, A Schmidt, Cc Almenar, D Hidas, M Goncharov, Sh Chang, Rf Harr, D Carlsmith, S Tkaczyk, R St Denis, J Beringer, S Burke, C Marino, A Ivanov, Cp Marino, N Kimura, A Korytov, G Cortiana, P Wittich, T Liu, A Ruiz, Av Kotwal, R Eusebi, Ph Beauchemin, P Wagner, Sh Oh, C Blocker, R Vilar, P Maksimovic, Yc Chen, S Vallecorsa, A Annovi, J Incandela, T Lecompte, L Lyons, Sw Lee, S Wilbur, Y Tu, M Cavalli-Sforza, O Norniella, Ba Barnett, A Gessler, M D'Onofrio, F Garberson, T Schwarz, J Rademacker, K Chung, J Antos, I Furic, S Dube, G Gomez, Gb Yu, M Campanelli, W Johnson, C Hays, G Mitselmakher, Sm Wang, Yk Kim, E Brubaker, C Neu, S Donati, L Zanello, S Tokar, Jp Fernandez, J Huston, K Sliwa, G Lungu, F Wurthwein, T Kuhr, I Volobouev, A Beretvas, L Brigliadori, D Clark, P Azzurri, H Lee, Aj Slaughter, G Apollinari, Bl Winer, P Tipton, E Nurse, D Hirschbuehl, Je Garcia, S Jindariani, A Castro, Re Hughes, K Yorita, C Henderson, D Toback, D Whiteson, C Mills, S De Cecco, O Stelzer-Chilton, J Strologas, Jc Freeman, Jc Yun, Measurement of the top quark mass at CDF using the "neutrino phi weighting" template method on a lepton plus isolated track sample RID G-1087-2011 RID E-4473-2011 Physical Review D. ,vol. 79, ,(2009) , 10.1103/PHYSREVD.79.072005
Piet Spiessens, Bernard Manderick, Mark K. de Weger, The Genetic Algorithm and the Structure of the Fitness Landscape. ICGA. pp. 143- 150 ,(1991)
Jean-Baptiste Mouret, Novelty-Based Multiobjectivization New Horizons in Evolutionary Robotics. pp. 139- 154 ,(2011) , 10.1007/978-3-642-18272-3_10
Sooyol Ok, DuckSool Kim, Evolution of the CPG with Sensory Feedback for Bipedal Locomotion Lecture Notes in Computer Science. pp. 714- 726 ,(2005) , 10.1007/11539117_102
Dave Cliff, Geoffrey F. Miller, Tracking the Red Queen: Measurements of Adaptive Progress in Co-Evolutionary Simulations european conference on artificial life. pp. 200- 218 ,(1995) , 10.1007/3-540-59496-5_300
Daniel Hein, Manfred Hild, Ralf Berger, Evolution of Biped Walking Using Neural Oscillators and Physical Simulation robot soccer world cup. pp. 433- 440 ,(2008) , 10.1007/978-3-540-68847-1_45