CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

authors Rosenbloom, Paul S.
year 1981
title A World-Championship-Level Othello Program
source Pittsburgh, PA: Department of Computer Science, CMU, August, 1981. [4], 47 p. : ill. and graphs. include bibliography
summary Othello is a recent addition to the collection of games that have been examined within artificial intelligence. Advances have been rapid, yielding programs that have reached the level of world-championship play. This article describes the current champion Othello program, Iago. The work described here includes: (1) a task analysis of Othello; (2) the implementation of a program based on this analysis and state- of-the-art AI game-playing techniques; and (3) an evaluation of the program's performance through games played against other programs and comparisons with expert human play
keywords AI, programming, games, systems
series CADline
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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32c0, 5d7a, acadia15_185p7, 6d3a, 719c, acd6, 2ea8, ecaade2014_010j1, e326, 421f, ea8c, 0a57, 9d62, 9a26, 9ea7, 77f3, acadia14projects_101p, acadia14_671j, 7b5a, caadria2016_713z30, 7f30, 24ee, ecaade2016_071x18, 2272, 1825, a00b, 4cb4, 0393, acadia16_206o13, 777e, e135, dc29, 314b, d6b6, 7dd8, 869d, 8021, cd26, e627, 9486, 9030, caadria2017_003p1, acadia14projects_301d, 27dd, a7a3, f6ba, aede, ffa1, 078b, 20ec, caadria2015_114p17, 2157, caadria2016_829h35, 77b8, 8348, 86fa, acadia15_407l17, 2c34, e960, acadia16_298i18, ecaade2016_ws-dleadz67, 97d1, 0341, 5465, 2949, 9634, ebce, 4100, 6ea8, 98bf, f1f3, 4c2c, 6d1e, 09b5, ijac201412303o8, 53c0, acadia14projects_497t, b5fb, ecaade2014_176n44, 9c8f, 6e12, 4e41, c1f2, 5b92, d73f, 7f29, 9ae3, a91a, 20e1, 2d1d, 57d7, 985f, acadia14_435a, 4d9f, 8bff, 89c1, 8ae3, acadia14projects_101z, 4b02, ecaade2016_094z25, 35fc, 4af0, a200, fbb4, acadia16_362u22, ca01, 5ed3, 3d7a, ijac201614407y4, ascaad2014_026d7, acadia14projects_101r, b1ca, 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9c5f, c2e7, acadia16_88c6, fd2b, c0ad, 53ac, f728, 7813, aa34, 93b5, 9dd0, ecaade2015_317z68, acadia15_263y10, ded6, 8e06, b893, 1ba7, sigradi2015_3.11i2, eb4e, 52ca, a034, a9c0, ecaade2015_144d31, ecaade2016_016i4, 4790, d20e, 31d1, 3c5c, 672a, 84d5, 413c, eba8, 0c5b, c0e7, c82e, ba1b, 2c1e, 5e86, 72cb, 4003, ecaade2015_233y52, acadia15_211x8, c211, c5ba, d795, b9ab, c42f, acadia14projects_473an, f321, ecaade2016_224h60, 4f15, 989d, ed6b, ecaade2014_052o12, 73bc, ecaade2015_158i33, 9af1, b43c, 1b06, ab3c, 0536, aaed, ijac201614204c10, d6d0, 0311, ijac201513104e3, b9a5, 0917, 8abf, e710, 515e, 8559, f506, de7b, ecaade2015_217f48, 49b9, 72c5, ascaad2014_024h5, e327, 59d8, ecaade2016_118i32, 38c7, cedd, 2afc, c238, acadia14projects_699r, 7d51, baf1, aff1, acadia15_161w5, bc7f, 5430, 614c, 1bf1, ff58, caadria2015_194u28, 093b, e0a6, b1de, 763a, 61d6, 6f48, 27b0, ecaade2014_168d41, d2c0, e4f7, 100a, acadia16_12u1, c4f6, 20f9, sigradi2016_443rr, ecaade2016_007j2, 4913, ed79, f290, 8075, ecaade2014_042p10, a1e0, 1286, 69be, 99e4, 10ae, sigradi2014_068y5, f787, sigradi2013_274v, f4e1, 6ec8, f6f1, ecaade2015_246b56, ce6e, caadria2016_147k6, 5875, 5703, 4aef, 9eb2, 7138, b4ef, 4267, sigradi2016_639ff, 89ea, 2657, 98d7, d0bc, 5a8f, d22a, acb7, 8f96, 7849, 5c84, ecaade2014_140a32, 702d, ecaade2016_132j37, ceaa, 239c, 5512, 2db3, 5730, ascaad2016_017d7, acadia14projects_117i, b63c, 28fc, acadia14_473an, 2109, 0e07, b799, 6cc7, 006d, ab88, 750d, e953, ff29, 2a2c, de8b, 3e0b, e77d, f6cd, ascaad2016_048j20, cee8, 6562, ecaade2016_095h26, 0d16, 4edf, e332, 8c8e, a956, 6b91, sigradi2013_100c, 00d9, 8232, ijac201412301n5, f303, ecaade2015_115z22, 7439, 4836, c986, 3cdc, 99b7, d572, 1e42, fee0, c7c0, ecaade2014_197j51, fb5f, 7548, acadia14projects_655af, 4afb, ecaade2015_195n41, ecaade2014_159r39, 11ef, 173a, 2807, e51f, 8f2d, bb38, ce8b, b387, 44d4, c7dc, ecaade2015_225j49, c25e, d37e, fc8a, c23a, b00d, 223a, sigradi2015_11.136l24, sigradi2014_047p4, 9f08, ijac201412204g3, cf9c, 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ecaade2014_224z56, 51bc, 0c5f, 9ab8, 495b, 4519, f6ac, a411, 34a7, 6354, d5d0, 0d5b, 7763, 8db4, 07cb, 2db1, 5b2f, 570d, 1ea0, 658c, 467e, 2aa2, 2ffe, 3738, 93d5, ijac201412305n2, ijac201614405x3, bf16, ff3b, 1480, 3635, ecaade2016_127x34, 0a81, 79f9, 0f3f, 1489, c12b, 343c, 9adc, sigradi2016_592z, caadria2016_301s13, 7994, 5178, bd62, a23d, ascaad2014_033z9, 5c08, cd79, ddea, d61d, ecaade2015_325a71, b4a7, ecaade2014_042j10, 446f, ae63, e10d, 31f4, 06c4, 4e8c, ijac201614202h8, 47ba, bde0, 9b3a, sigradi2013_52j, de53, 0fde, f670, 412e, d477, d25a, ecaade2016_mrtw65, d33b, 0739, 1e1c, 0a7b, f9a9, sigradi2013_386j, caadria2016_405o17, 747d, 4832, acadia15_343z14, a769, ce5c, ac43, 2f7d, dbe2, 796d, 9b73, baa3, acadia14projects_145ak, c8f5, 4de3, 2654, ecaade2014_188h48, 4205, fe96, e07a, a1c1, sigradi2013_359f, 4fd2, b954, 0e8f, e5d8, acadia14_267j, cee0, 87fb, 5e96, ecaade2015_64g13, 7052, 943a, fbe3, e00d, ff81, ab56, e87f, ecaade2016_042h11, 312e, 07c4, 5ace, d212, ff74, 21f9, 3a98, 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6bf0, f623, 48b1, 2ff2, 2722, caadria2015_023b4, c7da, acadia15_185k7, b994, 0e9d, ecaade2014_163y39, sigradi2013_28t, ecaade2015_73j14, 9d45, ff3d, 4b90, 8e3a, ecaade2015_287g63, caadria2015_096j15, 4c1e, 3007, 05f1, bce1, a116, ecaade2015_28z5, ab93, acadia15_417w17, 41de, ascaad2016_040d16, 1d04, 5dd5, 73ab, 2d3c, 3e15, acadia14projects_627an, ff9c, 13f1, caadria2017_074i23, 6c00, d5b0, 9f1b, f445, 8b41, be57, 7981, caadria2016_135x5, a5d0, 6a75, cd0b, 6ddd, ce21, ed88, 1c18, 5d78, 29a5, 962a, 9f1d, 6945, 3855, f8c5, a35e, 7116, 7406, 6d0a, caadria2017_101n27, e4ae, 29a2, f449, 78c3, acadia16_308b19, b3f4, 98c3, 34e6, ecaade2016_071x19, 825e, cfe3, 1777, acadia16_424j25, 8bbb, 9bc4, 51c9, b8be, 6b5b, 5422, 04a6, a573, a5e1, eb6b, 5d1e, 4b8b, 038a, ascaad2014_010k5, 9019, 5ad7, 0e0b, 926b, ae90, ascaad2016_012t5, 790c, 7751, 9ff1, bc6e, e557, 132b, ijac201412204u2, be4f, e9f9, 3f7e, 986d, a64f, 4743, caadria2015_124c20, 3e6c, 9655, acadia14_111j, 54da, ijac201412302k7, caadria2017_118z30, 58b9, 3e50, 1a15, a20a, sigradi2014_132k1, e16f, sigradi2016_448hh, 11da, 6293, sigradi2015_11.166w25, 9816, ac1d, b116, 91f4, 6589, 8f75, caadria2017_145d38, 3121, c04a, 7e28, f7ad, 66f4, 875a, bfc5, ccce, 3491, c22d, 6907, 2350, 0189, 4df5, c785, 2cd9, e2fd, 8745, 5d1a, a88b, ecaade2013r_002g2, 936d, b927, 3391, ecaade2015_269m59, c481, d45d, 2469, cbc2, 5de3, a58e, d844, cce3, 35d9, 5d03, ba17, 3150, 4584, 9518, 6400, ecaade2014_089p21, caadria2017_057v19, 4c67, sigradi2013_155m, acadia16_280n17, 0111, ebd6, caadria2015_032v4, ijac201513102z1, 9d73, a4b2, b353, 5bb7, 29f5, caadria2015_102z15, bbfa, a67e, 3781, e533, eb73, 2c52, ijac201614204y9, cfe1, 50e7, ecaade2016_077r22, 9a3f, 4965, sigradi2014_132m1, 5587, 42de, caadria2017_118k31, 510c, 3b27, 24c1, 8896, efef, ecaade2014_151b36, sigradi2016_507uu, 13a9, 966c, 7152, 094a, b705, ecaade2014_149i34, a154, e37f, cf0a, f4b5, eec4, 2cdd, ijac201412405t8, add5, d5f4, 2c79, 77ef, caadria2017_046s14, acadia15_173o6, 2615, 83a1, 42e9, c554, f4df, a983, 57de, 589b, 3731, 832d, 8f99, 2702, a18e, a26d, 4b0f, ascaad2016_048i20, 63c1, 8fd7, ab62, d75d, 21d1, caadria2016_871k37, bdb6, a7cc, 898a, 3997, 740c, e389, 13b8, 3365, acadia14_291g, e0ee, 66e5, f1e1, 609d, 006b, eab6, 2507, 9ba1, 5556, e236, ecaade2014_220e56, ijac201513305r12, 5c8f, e55e, b310, d60f, b24a, 243f, a2d9, ecaade2014_215e55, c48c, 2dd7, 8bed, eb8d, 4e0b, e168, caadria2016_683l29, a244, 3c0d, bbe0, e952, acadia14_681af, 6440, ecaade2015_207d46, ecaade2016_161b44, ef84, c9d1, d2e7, ecaade2015_25i5, caadria2015_086k13, 89fc, 4179, 8a9a, 668b, af58, sigradi2013_390a, f8ec, ascaad2016_023s9, a9cc, 7b3a, 97e3, 6f6f, 6dae, 21bb, 4428, 6313, 8e60, f01b, 099d, ascaad2014_016b9, 2f35, ijac201614105z5, ecaade2015_280a61, 9d69, 2b88, 8b5f, 417f, 64e8, f1c4, c406, 49f6, 9294, 9bac, 5a40, 7179, 9300, 9c36, ecaade2015_171b36, 1582, 1e05, c194, 1a94, 0fbb, f7c6, sigradi2013_195v, 4238, f7ef, ecaade2014_176b44, f990, acadia14projects_609ag, sigradi2013_135i, 59b1, 4ad9, ecaade2014_204c53, 061d, caadria2017_018x7, f99d, 9a7a, ecaade2015_229p51, sigradi2015_8.328j15, 158c, 3750, 3c33, ecaade2014_024l7, 9e74, d40b, 670e, 58af, 612a, a396, d5d6, 27a3, sigradi2014_313w5, e484, ecaade2016_136f38, 4f86, caadria2015_084v12, ecaade2015_138f29, a236, 3dc1, 9f59, 5f36, a5fe, f827, 911b, e467, 1b3c, ecaade2016_ws-intelligenty68, 45f5, sigradi2014_293a5, ecaade2015_196u42, 3a0f, b9d1, 6529, ijac201412403y6, bb00, 71de, 3422, 2aa1, d13a, ecaade2014_186f47, 0771, 32f4, sigradi2016_383ee, c214, 6227, 55d5, acadia14_661p, 0d70, ff60, 42a4, 6eab, 2188, ecaade2016_113z30, acadia14projects_497v, e826, 9408, 9e45, 000a, ca90, 02db, sigradi2015_sp_8.326d31, dcee, 2228, f08a, acadia16_440h26, 61a7, 408c, ecaade2014_044e11, caadria2017_145e38, c8c4, adba, 1c02, 1f35, caadria2016_115k5, 0b5d, c14b, bb35, 4ae5, 32e9, c088, 691e, c03c, 2333, d5a8, 517a, d6cb, 68b1, defb, 23b9, e410, f905, caadria2015_090s14, caadria2017_069z21, b843, c49b, ascaad2014_033b1, d10f, f335, b70b, 77df, e752, 3749, 3088, 3ca1, 8fbb, 981a, f2da, ecaade2016_158c43, 5e31, ecaade2014_010x1, 5bd9, a500, b92d, e8e6, ecaade2014_151r35, 6496, caadria2015_073l10, 69e3, 22fc, 422e, 3118, 98e3, ecaade2016_222u57, 44c3, f1a7, sigradi2016_360cc, 6c58, 5c22, b5b9, ecaade2016_225v60, 49f5, ac0a, e32f, 47a8, ijac201614203f9, 3a27, 6594, f1c3, cf2a, 01c7, 2da0, 68f2, ijac201412403m5, 7d80, f580, cfa8, 7473, 3385, 42f7, b8ae, 1a41, ascaad2016_023f10, ecaade2014_121o27, 4b03, 09a3, 0a46, ede9, 5940, acadia15_333d14, caadria2017_041l13, c792, 8c0f, sigradi2016_590e, c2e4, ce89, e1d1, caadria2017_127e34, 0441, 962d, 5c48, a9b7, 423a, 6a73, 2769, caadria2016_611s25, 2115, 2440, ecaade2016_111l30, 497f, f83a, acadia14projects_247o, 6c92, 4910, 0cf8, ffdc, b9b2, 5ae9, acadia14_453g, 20c8, e35f, ecaade2015_227c50, caadria2016_725k31, a940, 8aaa, sigradi2014_276z2, 7520, eec5, c9f9, 0bc6, bedd, 84cb, caadria2017_042t13, 87b2, b887, ijac201412204d3, caadria2016_549o23, 27ef, 5a42, f2b4, caadria2017_145b38, db78, c88e, 6ba7, ijac201412301b6, ijac201412408w2, 0c59, c232, ascaad2016_046t19, 3132, 12d9, ascaad2016_029w11, b20b, 6edb, ecaade2014_180l45, caadria2017_085w24, sigradi2016_817f, 5a41, sigradi2016_642jj, 6408, ebdc, c4e0, b87e, f748, 0a90, caadria2016_487h20, bf73, cb4d, 2e60, 2547, e4a7, 0fa2, caadria2017_104w27, d2cf, a1b7, 2a10, ffe2, 8523, 1936, e325, e58a, e319, 2800, a900, fdf2, 784d, d784, cdf5, 6dcb, 00d8, 6ab3, 284f, 28b9, 7153, 128c, f4c9, 7bb9, d73c, d63a, caadria2015_126v20, 5159, 56ae, f7f6, b61a, 8f8e, ecaade2014_149y34, 6190, d0d1, a299, 56af, fe79, 2619, 4aaf, acadia16_164u11, 6901, ecaade2015_250k57, 66b2, 0693, c8d9, 2b49, f956, 5dff, 03b7, cbed, 9498, 2f86, acadia14projects_177ai, e20f, 87d7, dfaa, ecaade2015_53i9, ed26, 114d, 4876, ascaad2016_022a9, sigradi2016_741ii, 17db, 1e2d, 18d0, 4904, a21b, 6766, 42f2, 3871, caadria2015_237m35, 615f, 4d88, 9e59, adbe, 04ad, e0b7, caadria2016_663o28, 0167, bb69, 8aa2, 367b, ecaade2014_070h16, 9798, 877e, aab4, 3768, 1860, sigradi2015_3.268a5, 92be, 9bd3, 7d85, 4278, f405, a7aa, ascaad2016_054u21, ae69, acadia14projects_63af, afd9, c5a0, a6ce, d1e4, 0ee6, 3af8, caadria2016_683h29, 82af, 00e5, 39ed, ec6f, 6a2c, d7ec, fb5d, fab6, 33d2, ecaade2015_35r6, 6744, 09ee, e8d6, 5188, 3e91, fc4f, 4efc, acadia16_488a29, db13, 5f93, e088, c91a, 57a4, a6af, 1e31, b5d8, 282e, 82ce, c75c, caadria2017_043f14, 7495, 9f93, caadria2016_229b11, cb44, 0488, a1a0, d0b9, eca8, 2f71, a479, eddd, ijac201412405b9, 6bd5, b01d, 18cc, 884e, ecaade2015_196b42, dfd1, ecaade2016_bkok65, 983c, ascaad2016_004m2, cf66, 2819, 5947, 8d3b, d289, 5b9e, 2867, 1760, fad1, e923, 8218, ecaade2014_149d35, de16, f4f6, acadia15_451n19, ecaade2014_169m42, 9235, 73c6, 47f9, 3d24, 6325, sigradi2013_268, 13fc, 3405, b98a, 4f45, 02cb, f6a0, 1b5a, 1e03, ecaade2015_148o31, 9e23, a3c3, 30c1, acadia15_483k21, 87e3, 084c, 886a, daf4, 1270, daaa, b4b1, 5954, 1e26, fa66, 2a5d, ecaade2014_204u52, ae7a, d265, d5ef, 45d9, 4580, b33c, ecaade2016_040r10, ecaade2015_319j70, 743c, acadia14projects_497aa, 7669, ab13, caadria2016_611v25, 7d1b, 0d6d, 9a18, 8b20, 6981, e1a2, ebaa, 6c75, 7911, 60fb, 4346, a6a1, 94c2, 0f3e, c675, be2c, f6d5, 8bf6, ea11, fb09, e98f, 9a4c, a088, 7825, 28a0, acadia14_145ae, c056, 02fb, caadria2015_213r32, b79e, ecaade2014_024i7, 98ec, 5937, 6135, d37b, bd42, ecaade2016_162d45, sigradi2015_12.19x26, be70, 892a, c6e6, 0569, 82c0, 720f, 31e0, acadia14_565t, 7cdf, cdf6, 97e1, ccfd, f5e5, 0351, ffaa, cfbc, caadria2015_194v28, ijac201412404s7, f1f1, 9bcf, 62dc, 6e77, 1696, 6195, 16c1, 2fbd, 3bde, e71a, aa54, 8f88, cc63, caadria2016_539y22, d56d, c565, 91e9, 9c4b, 6654, 248c, ecaade2016_063u15, 207d, 871a, ea7a, f93c, 9a2b, 342c, 13e2, 4e5c, 6d47, ecaade2015_200l43, 1e7f, ecaade2015_109x20, b737, 4f8d, e61d, 9057, f72b, 127f, 45d3, 7421, 5727, cc4f, ec63, cdd4, a1c5, eaeb, bbbe, 18e8, d85b, bc77, 3645, 5802, 69ea, 8b46, ijac201412303r8, 020d, ecaade2015_129v25, d951, ca75, baf3, f3b3, 70a2, c4bc, 3943, ascaad2016_041k16, ecaade2016_067a17, 8d17, c30a, ecaade2013r_011h7, caadria2017_129u34, acadia15_251h10, ecaade2015_158a34, d2f5, ecaade2016_ws-foldingu68, acadia14_435d, 7188, e179, 6e05, 7d7d, 6899, ecaade2016_223m59, ecaade2015_17r2, 3334, 7c3f, sigradi2016_815ff, ijac201412408j1, c988, 999a, caadria2017_122n31, e1c1, 94eb, ae5a, b3b0, 945d, f426, 894f, 827c, 5cb5, sigradi2016_781a, caadria2017_105i28, cb94, b70c, 45be, d17a, a533, ade9, d8bd, e95a, 9588, 122e, sigradi2014_075c7, 7764, 039b, 3208, 57ba, 8b0b, da72, 75e9, acadia14projects_549t, 7134, e6ff, 684d, 92ec, 297a, 32ee, 0bd7, acadia14projects_317t, 092d, 07ef, a7b0, 1c34, 97bd, 07db, 6755, 1fdc, 2d8f, acadia14_291at, 6060, 58d8, 69da, 3648, 6e1f, sigradi2013_101, 9228, 8f07, ac08, 5b8b, 05d8, a77d, ijac201513203g7, 2e46, cfbb, caadria2017_051m17, 6a20, ecaade2016_095a26, ecaade2015_237l54, 32b2, ecaade2015_152x31, ecaade2016_ws-dleadr68, 5a09, ef47, 33af, sigradi2016_814m, a0f5, ijac201513206f9, 36eb, sigradi2015_sp_2.112e29, 8f56, cb46, 6816, 0983, fe5c, 364f, f84d, 03f4, a607, a540, e202, a696, 831f, cdc5, a1c7, ecaade2014_138n30, 5481, 98fd, ecaade2015_15v1, acadia15_195e8, 5757, fd3d, acadia14_101am, 0975, sigradi2013_74c, caadria2016_321l14, e450, 9be9, 2489, sigradi2016_431r, acadia14_23av, 84a4, ijac201513205j8, sigradi2016_635j, e1ff, acadia16_224u14, 97fb, ecaade2016_123l34, ecaade2016_162d44, caadria2016_851w35, 02a8, bd13, 6f44, ijac201513203l7, ecaade2014_201d52, c928, 7ddd, 474d, 93a6, 7914, eea0, db5d, faac, 7ee2, aa89, d21c, 8033, 3075, sigradi2014_345w9, 6660, 5eaf, 7f0f, 3148, e61a, 3506, c623, 51a4, b1b9, e99c, 9202, 9a27, 90a1, 2710, 2281, ecaade2016_162t44, 64d1, f582, 37a8, a8cd, d2a3, d228, acadia15_513u22, caadria2016_861y36, a0c1, e2ff, 0c6f, 6160, sigradi2013_397j, ijac201513206v9, 1223, 6411, ecaade2015_233z52, a4e2, 8d9e, 19ee, c871, ijac201614402o1, 1adc, e9d3, 14c6, c654, 0c6a, 4c93, d2b2, 4b2b, f325, 0786, 06e3, 19ab, caadria2016_271v11, 133c, 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caadria2016_797y33, ade1, f62e, c7db, caadria2017_104x27, 9728, 4544, 1ab7, fcab, bcad, ab5a, 016a, 85ed, 27aa, 3530, 4dea, sigradi2015_9.152a17, 1a56, 68ca, 31d4, acadia14projects_291ao, sigradi2013_111u, 89e0, f3ef, 90f1, ef78, ecaade2016_011f3, ijac201614202z7, 4f9a, 3e08, 3ae0, 8be2, 9bd2, 2ed8, sigradi2013_286i, ca5c, 3d32, 2253, ijac201412307k3, 130a, acadia14projects_589l, 426f, sigradi2013_397h, d1ca, 7b2c, bed1, 241f, 452d, caadria2015_208n31, aca1, acadia16_224o14, 0076, 3421, aee2, 5d13, 0d74, bbb5, caadria2017_023d9, sigradi2014_266a2, c904, sigradi2014_075a7, fb72, 03b2, sigradi2013_364, ascaad2016_045e18, 34cf, 40e0, 6b9e, f44c, caadria2016_477y19, 12f1, 2c32, 7754, acadia16_382z23, 2490, caadria2017_004m2, 2756, sigradi2016_807kk, a808, 964e, 665e, 2455, b3f9, 003a, 930f, 0228, d87c, acadia16_344p20, 3bc6, sigradi2013_401f, f6fc, f99f, 16a6, 7474, d461, fc2b, 418a, 2f41, 29b7, ed4e, ece8, 47b7, acadia16_488w28, 715c, cb70, a616, ecaade2015_127g25, 5299, 36e6, 5e1b, ascaad2016_006i3, 7658, 6a40, c4b2, 79f1, 95fa, d758, 0493, 40c1, 3fdd, ff4d, 45ab, acadia14_497w, 36a3, daee, ebb6, 1376, 9e33, 2586, 3a9b, 5d56, 2e8f, 5e83, 36ab, 2293, e9f2, a43c, 02ec, acadia14projects_487h, 865e, bab3, bcc6, 759e, e8f5, ecaade2016_102u27, cb6e, 8be7, db01, ecaade2016_140z39, acadia15_483i21, acadia16_140x9, 9190, 8a33, 7c79, c2b8, e3e0, 26ee, c5f5, ecaade2016_224t59, efb6, b874, a103, 84f6, 3a23, 1ca9, 75f6, cd5c, 6ba2, d70b, 7926, ecaade2016_167b48, ecaade2016_046z12, b2da, ecaade2015_170x35, 440a, f995, c729, ecaade2016_037b10, 7570, ijac201614104c4, 0bf7, 2c1d, a0a9, 6c31, cf6e, sigradi2013_271s, ff7d, 1e57, 6e01, 55e5, 84e8, c87c, ascaad2014_004h2, 66ec, 84e7, f96e, caadria2017_008w3, 644a, 2a0a, 4fad, b0c5, 372a, 8de5, 3ad1, sigradi2016_400l, sigradi2016_764i, 9b8c, efd1, caadria2015_061a7, 6f76, 4fca, ascaad2016_054n21, 6e18, cb47, ad36, 9cdb, 78d1, ascaad2016_006j3, caadria2017_182y43, 953d, 7b6e, 6018, 0303, ascaad2014_037l2, cc97, 05bc, 18fd, db8b, 464c, 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