| iteration,candidate_index,regret,cumulative_regret,average_regret | |
| 1,588,1.0675773620605469,1.0675773620605469,1.0675773620605469 | |
| 2,8,0.6343677043914795,1.7019450664520264,0.8509725332260132 | |
| 3,895,2.0184855461120605,3.720430612564087,1.2401435375213623 | |
| 4,537,0.635536789894104,4.355967402458191,1.0889918506145477 | |
| 5,845,0.8669552803039551,5.222922682762146,1.044584536552429 | |
| 6,10,0.75621497631073,5.979137659072876,0.9965229431788126 | |
| 7,560,1.0311532020568848,7.010290861129761,1.0014701230185372 | |
| 8,731,0.8355388641357422,7.845829725265503,0.9807287156581879 | |
| 9,537,0.635536789894104,8.481366515159607,0.9423740572399564 | |
| 10,779,0.4597048759460449,8.941071391105652,0.8941071391105652 | |
| 11,451,0.4674149751663208,9.408486366271973,0.8553169423883612 | |
| 12,650,0.907470703125,10.315957069396973,0.8596630891164144 | |
| 13,694,0.48089444637298584,10.796851515769958,0.8305270396746122 | |
| 14,574,1.242734670639038,12.039586186408997,0.8599704418863569 | |
| 15,7,1.9972476959228516,14.036833882331848,0.9357889254887899 | |
| 16,552,1.2440218925476074,15.280855774879456,0.955053485929966 | |
| 17,411,0.6983609199523926,15.979216694831848,0.9399539232254028 | |
| 18,279,1.385012149810791,17.36422884464264,0.9646793802579244 | |
| 19,946,2.0432960987091064,19.407524943351746,1.0214486812290393 | |
| 20,643,0.4476587772369385,19.855183720588684,0.9927591860294342 | |
| 21,419,0.277457594871521,20.132641315460205,0.958697205498105 | |
| 22,609,0.8412477970123291,20.973889112472534,0.9533585960214789 | |
| 23,145,0.7113406658172607,21.685229778289795,0.9428360773169476 | |
| 24,455,0.5116015672683716,22.196831345558167,0.9248679727315903 | |
| 25,402,0.6747716665267944,22.87160301208496,0.9148641204833985 | |
| 26,827,1.0077497959136963,23.879352807998657,0.9184366464614868 | |
| 27,914,0.7509835958480835,24.63033640384674,0.9122346816239534 | |
| 28,651,1.0613465309143066,25.691682934761047,0.9175601048128945 | |
| 29,573,0.7619824409484863,26.453665375709534,0.9121953577830874 | |
| 30,628,0.3378622531890869,26.79152762889862,0.8930509209632873 | |
| 31,292,1.02897047996521,27.82049810886383,0.8974354228665752 | |
| 32,360,0.9681868553161621,28.788684964179993,0.8996464051306248 | |
| 33,437,1.1017999649047852,29.890484929084778,0.9057722705783267 | |
| 34,716,0.4681828022003174,30.358667731285095,0.8929019920966205 | |
| 35,24,1.225327491760254,31.58399522304535,0.9023998635155814 | |
| 36,948,1.3380587100982666,32.922053933143616,0.9145014981428782 | |
| 37,791,0.6054295301437378,33.52748346328735,0.9061482017104691 | |
| 38,752,0.7791197299957275,34.30660319328308,0.9028053471916601 | |
| 39,474,0.9272868633270264,35.23389005661011,0.9034330783746182 | |
| 40,12,1.0834319591522217,36.31732201576233,0.9079330503940582 | |
| 41,872,0.5876541137695312,36.90497612953186,0.9001213690129722 | |
| 42,857,0.7795674800872803,37.68454360961914,0.8972510383242652 | |
| 43,786,0.7464752197265625,38.4310188293457,0.8937446239382721 | |
| 44,120,1.7067546844482422,40.137773513793945,0.9122221253134988 | |
| 45,236,0.43340444564819336,40.57117795944214,0.9015817324320475 | |
| 46,100,2.323164224624634,42.89434218406677,0.9324856996536255 | |
| 47,288,0.803704023361206,43.69804620742798,0.9297456639878293 | |
| 48,180,0.44728684425354004,44.14533305168152,0.9196944385766983 | |
| 49,577,1.3683104515075684,45.51364350318909,0.9288498674120221 | |
| 50,751,0.7211774587631226,46.23482096195221,0.9246964192390442 | |
| 51,501,0.6665620803833008,46.90138304233551,0.9196349616144218 | |
| 52,972,1.456491231918335,48.357874274253845,0.9299591206587278 | |
| 53,23,1.06815767288208,49.426031947135925,0.9325666405119986 | |
| 54,248,0.8544929027557373,50.28052484989166,0.9311208305535493 | |
| 55,77,0.7731583118438721,51.053683161735535,0.9282487847588279 | |
| 56,456,0.5560790300369263,51.60976219177246,0.921602896281651 | |
| 57,267,0.7353674173355103,52.34512960910797,0.9183356071773329 | |
| 58,762,1.1954281330108643,53.540557742118835,0.9231130645192903 | |
| 59,633,0.7736239433288574,54.31418168544769,0.9205793506008083 | |
| 60,851,0.8011868000030518,55.115368485450745,0.9185894747575124 | |
| 61,257,0.8295214176177979,55.94488990306854,0.9171293426732547 | |
| 62,309,0.8615882396697998,56.80647814273834,0.9162335184312635 | |
| 63,40,0.6085336208343506,57.41501176357269,0.9113493930725824 | |
| 64,302,0.9755549430847168,58.39056670665741,0.912352604791522 | |
| 65,842,1.0773286819458008,59.46789538860321,0.9148906982862033 | |
| 66,234,1.196018934249878,60.66391432285309,0.9191502170129255 | |
| 67,149,0.9270224571228027,61.59093677997589,0.9192677131339685 | |
| 68,29,0.6154086589813232,62.206345438957214,0.9147991976317238 | |
| 69,773,0.4619307518005371,62.66827619075775,0.908235886822576 | |
| 70,776,0.6902471780776978,63.35852336883545,0.905121762411935 | |
| 71,810,1.3927502632141113,64.75127363204956,0.9119897694654868 | |
| 72,979,1.015120029449463,65.76639366149902,0.9134221341874864 | |
| 73,690,1.5278749465942383,67.29426860809326,0.9218392960012776 | |
| 74,487,0.8665132522583008,68.16078186035156,0.9210916467615076 | |
| 75,935,0.9789066314697266,69.13968849182129,0.9218625132242838 | |
| 76,589,0.6471912860870361,69.78687977790833,0.9182484181303727 | |
| 77,987,0.4408581256866455,70.22773790359497,0.9120485442025321 | |
| 78,406,1.326669692993164,71.55440759658813,0.9173641999562582 | |
| 79,259,0.7149966955184937,72.26940429210663,0.9148025859760333 | |
| 80,290,0.9703164100646973,73.23972070217133,0.9154965087771416 | |
| 81,590,1.3531389236450195,74.59285962581635,0.9208995015532883 | |
| 82,730,0.9635543823242188,75.55641400814056,0.9214196830261044 | |
| 83,596,0.6173019409179688,76.17371594905853,0.9177556138440787 | |
| 84,722,0.6649155616760254,76.83863151073456,0.9147456132230305 | |
| 85,247,0.7500162124633789,77.58864772319794,0.912807620272917 | |
| 86,115,2.0229172706604004,79.61156499385834,0.9257158720216085 | |
| 87,451,0.4674149751663208,80.07897996902466,0.920448045620973 | |
| 88,358,0.45617055892944336,80.5351505279541,0.9151721650903876 | |
| 89,424,0.7969359159469604,81.33208644390106,0.9138436679090007 | |
| 90,387,1.1730670928955078,82.50515353679657,0.9167239281866285 | |
| 91,910,1.0200810432434082,83.52523458003998,0.9178597206597799 | |
| 92,933,0.9101810455322266,84.4354156255722,0.9177762567996979 | |
| 93,204,1.1091256141662598,85.54454123973846,0.9198337767713813 | |
| 94,935,0.9789066314697266,86.52344787120819,0.9204622113958318 | |
| 95,652,0.6631697416305542,87.18661761283875,0.9177538696088289 | |
| 96,541,0.8065024614334106,87.99312007427216,0.9165950007736683 | |
| 97,278,0.7771034240722656,88.77022349834442,0.9151569432819012 | |
| 98,131,1.1567037105560303,89.92692720890045,0.9176217062132699 | |
| 99,365,1.3194503784179688,91.24637758731842,0.921680581690085 | |
| 100,35,0.6430928707122803,91.8894704580307,0.918894704580307 | |
| 101,752,0.7791197299957275,92.66859018802643,0.9175107939408558 | |
| 102,379,0.518372654914856,93.18696284294128,0.9135976749307969 | |
| 103,222,0.404339075088501,93.59130191802979,0.9086534166799008 | |
| 104,997,0.2899206876754761,93.88122260570526,0.9027040635163968 | |
| 105,979,1.015120029449463,94.89634263515472,0.9037746917633783 | |
| 106,234,1.196018934249878,96.0923615694046,0.9065317129189113 | |
| 107,881,0.49547672271728516,96.58783829212189,0.9026900774964662 | |
| 108,126,0.875077486038208,97.4629157781601,0.9024344053533342 | |
| 109,648,0.6031351089477539,98.06605088710785,0.8996885402486958 | |
| 110,744,1.007296085357666,99.07334697246552,0.9006667906587774 | |
| 111,580,0.779850959777832,99.85319793224335,0.89957835974994 | |
| 112,358,0.45617055892944336,100.30936849117279,0.8956193615283284 | |
| 113,583,0.5170590877532959,100.82642757892609,0.8922692706099654 | |
| 114,877,0.7003452777862549,101.52677285671234,0.8905857268132662 | |
| 115,471,0.485317587852478,102.01209044456482,0.8870616560396941 | |
| 116,548,1.2528719902038574,103.26496243476868,0.8902151934031782 | |
| 117,739,1.0385267734527588,104.30348920822144,0.8914828137454823 | |
| 118,183,0.7687355279922485,105.07222473621368,0.8904425825102854 | |
| 119,353,0.6213182210922241,105.69354295730591,0.8881810332546715 | |
| 120,75,0.8320817947387695,106.52562475204468,0.8877135396003724 | |
| 121,785,0.6916896104812622,107.21731436252594,0.8860935071283136 | |
| 122,157,0.2973679304122925,107.51468229293823,0.8812678876470347 | |
| 123,13,1.1785492897033691,108.6932315826416,0.8836848096149724 | |
| 124,432,0.48275673389434814,109.17598831653595,0.8804515186817415 | |
| 125,384,0.6074130535125732,109.78340137004852,0.8782672109603882 | |
| 126,523,0.8648104667663574,110.64821183681488,0.8781604114032927 | |
| 127,782,0.8587768077850342,111.50698864459991,0.878007784603149 | |
| 128,753,0.9836974143981934,112.49068605899811,0.8788334848359227 | |
| 129,884,0.5416133403778076,113.03229939937592,0.8762193751889605 | |
| 130,246,1.9861433506011963,115.01844274997711,0.8847572519229009 | |
| 131,230,0.9609177112579346,115.97936046123505,0.8853386294750767 | |
| 132,684,1.6767160892486572,117.6560765504837,0.8913339132612402 | |
| 133,919,0.5910261869430542,118.24710273742676,0.8890759604317802 | |
| 134,139,0.5038604736328125,118.75096321105957,0.8862012179929819 | |
| 135,695,0.9132752418518066,119.66423845291138,0.886401766317862 | |
| 136,769,0.7609186172485352,120.42515707015991,0.885479096104117 | |
| 137,460,0.6541390419006348,121.07929611206055,0.883790482569785 | |
| 138,157,0.2973679304122925,121.37666404247284,0.879541043786035 | |
| 139,520,1.0875988006591797,122.46426284313202,0.8810378621808059 | |
| 140,364,0.6032571792602539,123.06752002239227,0.879053714445659 | |
| 141,644,0.6065077781677246,123.67402780056,0.8771207645429787 | |
| 142,735,0.7970573902130127,124.47108519077301,0.8765569379631902 | |
| 143,220,1.3278729915618896,125.7989581823349,0.8797129942820623 | |
| 144,299,1.0562787055969238,126.85523688793182,0.8809391450550821 | |
| 145,322,0.9011640548706055,127.75640094280243,0.8810786271917409 | |
| 146,801,0.9619817733764648,128.7183827161789,0.8816327583299924 | |
| 147,294,0.8431994915008545,129.56158220767975,0.8813713075352364 | |
| 148,927,0.31761622428894043,129.8791984319687,0.877562151567356 | |
| 149,664,1.1162230968475342,130.99542152881622,0.8791639028779612 | |
| 150,787,3.080392360687256,134.07581388950348,0.8938387592633565 | |
| 151,888,0.7940319776535034,134.86984586715698,0.8931777871997151 | |
| 152,705,0.9836208820343018,135.85346674919128,0.893772807560469 | |
| 153,352,0.609341025352478,136.46280777454376,0.8919137763042077 | |
| 154,305,1.5771074295043945,138.03991520404816,0.8963630857405724 | |
| 155,259,0.7149966955184937,138.75491189956665,0.8951929799972042 | |
| 156,164,1.2319562435150146,139.98686814308167,0.8973517188659081 | |
| 157,783,0.12073016166687012,140.10759830474854,0.8924050847436212 | |
| 158,525,0.5948680639266968,140.70246636867523,0.8905219390422483 | |
| 159,108,0.9245600700378418,141.62702643871307,0.8907360153378181 | |
| 160,197,0.6646639108657837,142.29169034957886,0.8893230646848679 | |
| 161,818,1.146559476852417,143.43824982643127,0.8909208063753495 | |
| 162,712,0.5173302888870239,143.9555801153183,0.888614692069866 | |
| 163,294,0.8431994915008545,144.79877960681915,0.8883360712074795 | |
| 164,264,0.8635387420654297,145.66231834888458,0.8881848679810036 | |
| 165,307,0.6210169792175293,146.2833353281021,0.8865656686551643 | |
| 166,940,1.0978102684020996,147.3811455965042,0.8878382264849651 | |
| 167,434,0.39311838150024414,147.77426397800446,0.8848758322036195 | |
| 168,426,0.7317843437194824,148.50604832172394,0.8839645733435949 | |
| 169,76,0.9966557025909424,149.50270402431488,0.8846313847592596 | |
| 170,396,0.8904027938842773,150.39310681819916,0.884665334224701 | |
| 171,915,0.9521775245666504,151.3452843427658,0.8850601423553556 | |
| 172,249,1.159733772277832,152.50501811504364,0.8866570820642072 | |
| 173,748,0.8388290405273438,153.34384715557098,0.886380619396364 | |
| 174,898,1.2619280815124512,154.60577523708344,0.8885389381441576 | |
| 175,170,0.7603492736816406,155.36612451076508,0.8878064257758004 | |
| 176,412,0.6852192878723145,156.0513437986374,0.8866553624922578 | |
| 177,543,1.1440887451171875,157.19543254375458,0.8881097883827942 | |
| 178,722,0.6649155616760254,157.8603481054306,0.8868558882327562 | |
| 179,249,1.159733772277832,159.02008187770844,0.8883803456855219 | |
| 180,579,0.5943299531936646,159.6144118309021,0.8867467323939006 | |
| 181,990,0.6651456356048584,160.27955746650696,0.8855224169420274 | |
| 182,820,0.6596918106079102,160.93924927711487,0.884281589434697 | |
| 183,413,0.6326055526733398,161.5718548297882,0.8829063105452908 | |
| 184,925,0.5050511360168457,162.07690596580505,0.880852749814158 | |
| 185,960,1.4232630729675293,163.50016903877258,0.8837846975068788 | |
| 186,363,0.8792862892150879,164.37945532798767,0.8837605125160628 | |
| 187,900,1.4635567665100098,165.84301209449768,0.8868610272433031 | |
| 188,650,0.907470703125,166.75048279762268,0.886970653178844 | |
| 189,108,0.9245600700378418,167.67504286766052,0.8871695389823308 | |
| 190,207,0.8630092144012451,168.53805208206177,0.8870423793792724 | |
| 191,175,0.18627750873565674,168.72432959079742,0.8833734533549603 | |
| 192,209,0.42046284675598145,169.1447924375534,0.8809624606122574 | |
| 193,355,0.9603826999664307,170.10517513751984,0.881373964443108 | |
| 194,66,0.7108767032623291,170.81605184078217,0.8804951125813514 | |
| 195,447,0.48351919651031494,171.29957103729248,0.8784593386527819 | |
| 196,967,0.7388380765914917,172.03840911388397,0.8777469852749182 | |
| 197,513,0.7984853982925415,172.8368945121765,0.8773446421937894 | |
| 198,155,1.8695707321166992,174.7064652442932,0.882355885072188 | |
| 199,129,0.43924033641815186,175.14570558071136,0.880129173772419 | |
| 200,54,0.7572727203369141,175.90297830104828,0.8795148915052414 | |
| 201,674,1.5339725017547607,177.43695080280304,0.8827708995164331 | |
| 202,977,0.4263918399810791,177.86334264278412,0.8805115972415055 | |
| 203,979,1.015120029449463,178.87846267223358,0.8811746929666678 | |
| 204,822,0.7058658599853516,179.58432853221893,0.8803153359422496 | |
| 205,957,2.1815176010131836,181.76584613323212,0.8866626640645469 | |
| 206,298,0.7370455265045166,182.50289165973663,0.8859363672802749 | |
| 207,769,0.7609186172485352,183.26381027698517,0.8853324167970298 | |
| 208,788,0.8621611595153809,184.12597143650055,0.8852210165216372 | |
| 209,869,0.7235633134841919,184.84953474998474,0.8844475346889222 | |
| 210,312,0.7438112497329712,185.5933459997177,0.8837778380938939 | |
| 211,180,0.44728684425354004,186.04063284397125,0.881709160397968 | |
| 212,882,0.7668774127960205,186.80751025676727,0.8811675012111664 | |
| 213,701,0.5563559532165527,187.36386620998383,0.8796425643661212 | |
| 214,198,0.6704682111740112,188.03433442115784,0.87866511411756 | |
| 215,208,1.5641069412231445,189.59844136238098,0.8818532156389813 | |
| 216,564,0.5553930997848511,190.15383446216583,0.8803418262137307 | |
| 217,445,0.5755093097686768,190.7293437719345,0.878937068073431 | |
| 218,389,0.577663779258728,191.30700755119324,0.8775550805100607 | |
| 219,616,1.457536220550537,192.76454377174377,0.8802033962180081 | |
| 220,216,0.7986161708831787,193.56315994262695,0.8798325451937589 | |
| 221,476,1.866727590560913,195.42988753318787,0.8842981336343342 | |
| 222,38,0.6925982236862183,196.12248575687408,0.8834346205264598 | |
| 223,799,0.5160354375839233,196.638521194458,0.8817870905581077 | |
| 224,798,1.2666263580322266,197.90514755249023,0.8835051230021885 | |
| 225,151,0.770523190498352,198.6756707429886,0.8830029810799492 | |
| 226,936,0.9714174270629883,199.64708817005157,0.883394195442706 | |
| 227,581,1.0873050689697266,200.7343932390213,0.8842924812291687 | |
| 228,314,0.888129472732544,201.62252271175385,0.8843093101392713 | |
| 229,512,0.46828246116638184,202.09080517292023,0.8824925990083853 | |
| 230,991,0.6299694776535034,202.72077465057373,0.8813946723937989 | |
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| 234,689,0.5632909536361694,206.38857305049896,0.8820024489337562 | |
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| 236,65,0.8915250301361084,207.97514653205872,0.8812506208985539 | |
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| 245,489,0.7055847644805908,214.91383862495422,0.8771993413263438 | |
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| 247,440,1.0923573970794678,216.75415468215942,0.8775471849480139 | |
| 248,284,0.488081693649292,217.24223637580872,0.8759767595798739 | |
| 249,19,1.2891273498535156,218.53136372566223,0.8776359988982418 | |
| 250,202,1.05324125289917,219.5846049785614,0.8783384199142457 | |
| 251,295,1.2332048416137695,220.81780982017517,0.8797522303592636 | |
| 252,671,0.9704067707061768,221.78821659088135,0.8801119705987355 | |
| 253,672,0.4602179527282715,222.24843454360962,0.8784523104490499 | |
| 254,59,0.4737682342529297,222.72220277786255,0.876859066054577 | |
| 255,675,0.7483210563659668,223.47052383422852,0.8763549954283472 | |
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| 257,840,1.279832363128662,225.72999501228333,0.8783268288415693 | |
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| 263,369,0.5298975706100464,231.11839151382446,0.8787771540449599 | |
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| 282,73,0.993366003036499,251.31209206581116,0.8911776314390466 | |
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| 299,282,0.5481622219085693,267.3384120464325,0.8941084014930852 | |
| 300,164,1.2319562435150146,268.5703682899475,0.8952345609664917 | |