| iteration,candidate_index,regret,cumulative_regret,average_regret | |
| 1,128,1.3331334590911865,1.3331334590911865,1.3331334590911865 | |
| 2,811,0.8096227645874023,2.142756223678589,1.0713781118392944 | |
| 3,33,0.6541801691055298,2.7969363927841187,0.9323121309280396 | |
| 4,316,0.7590432167053223,3.555979609489441,0.8889949023723602 | |
| 5,403,0.1808699369430542,3.736849546432495,0.747369909286499 | |
| 6,784,0.7265437841415405,4.463393330574036,0.743898888429006 | |
| 7,760,0.40678346157073975,4.870176792144775,0.6957395417349679 | |
| 8,894,0.4605121612548828,5.330688953399658,0.6663361191749573 | |
| 9,222,0.404339075088501,5.735028028488159,0.6372253364986844 | |
| 10,410,1.011026382446289,6.746054410934448,0.6746054410934448 | |
| 11,620,0.7892147302627563,7.535269141197205,0.6850244673815641 | |
| 12,128,1.3331334590911865,8.868402600288391,0.7390335500240326 | |
| 13,828,0.9941997528076172,9.862602353096008,0.7586617194689237 | |
| 14,541,0.8065024614334106,10.669104814529419,0.7620789153235299 | |
| 15,102,1.0744500160217285,11.743554830551147,0.7829036553700764 | |
| 16,302,0.9755549430847168,12.719109773635864,0.7949443608522415 | |
| 17,535,0.9014580249786377,13.620567798614502,0.8012098705067354 | |
| 18,822,0.7058658599853516,14.326433658599854,0.7959129810333252 | |
| 19,32,0.477447509765625,14.803881168365479,0.7791516404402884 | |
| 20,619,0.6961876153945923,15.50006878376007,0.7750034391880035 | |
| 21,476,1.866727590560913,17.366796374320984,0.8269903035390944 | |
| 22,583,0.5170590877532959,17.88385546207428,0.8129025210033763 | |
| 23,642,0.5535870790481567,18.437442541122437,0.8016279365705408 | |
| 24,328,1.1840510368347168,19.621493577957153,0.8175622324148814 | |
| 25,687,0.5675357580184937,20.189029335975647,0.8075611734390259 | |
| 26,662,0.713632345199585,20.902661681175232,0.8039485261990473 | |
| 27,106,0.6239262819290161,21.526587963104248,0.7972810356705277 | |
| 28,850,0.7388124465942383,22.265400409698486,0.7951928717749459 | |
| 29,733,2.0163168907165527,24.28171730041504,0.8373005965660358 | |
| 30,490,0.9467549324035645,25.228472232818604,0.8409490744272868 | |
| 31,834,2.466472625732422,27.694944858551025,0.893385318017775 | |
| 32,445,0.5755093097686768,28.270454168319702,0.8834516927599907 | |
| 33,1,0.8803119659423828,29.150766134262085,0.8833565495230935 | |
| 34,340,0.8379745483398438,29.98874068260193,0.8820217847824097 | |
| 35,610,0.7165470123291016,30.70528769493103,0.8772939341408866 | |
| 36,710,0.796863317489624,31.502151012420654,0.8750597503450182 | |
| 37,675,0.7483210563659668,32.25047206878662,0.8716343802374762 | |
| 38,732,0.5927309989929199,32.84320306777954,0.8642948175731459 | |
| 39,858,0.7802834510803223,33.62348651885986,0.8621406799707657 | |
| 40,45,0.6445479393005371,34.2680344581604,0.85670086145401 | |
| 41,951,1.2506539821624756,35.518688440322876,0.8663094741542164 | |
| 42,962,0.8760800361633301,36.394768476486206,0.8665421065830049 | |
| 43,612,0.7591770887374878,37.153945565223694,0.8640452457028766 | |
| 44,985,0.8431301116943359,37.99707567691803,0.8635699017481371 | |
| 45,61,1.6360678672790527,39.63314354419708,0.8807365232043796 | |
| 46,118,0.9638736248016357,40.59701716899872,0.8825438514999722 | |
| 47,615,0.3399317264556885,40.93694889545441,0.8709989126692427 | |
| 48,672,0.4602179527282715,41.39716684818268,0.8624409760038058 | |
| 49,861,1.2559711933135986,42.65313804149628,0.8704722049284954 | |
| 50,996,1.5701079368591309,44.22324597835541,0.8844649195671082 | |
| 51,525,0.5948680639266968,44.818114042282104,0.8787865498486687 | |
| 52,794,0.5375015735626221,45.35561561584473,0.8722233772277832 | |
| 53,854,1.1403214931488037,46.49593710899353,0.877281832245161 | |
| 54,150,0.6314802169799805,47.12741732597351,0.8727299504809909 | |
| 55,708,0.819077730178833,47.946495056152344,0.8717544555664063 | |
| 56,780,0.5510748624801636,48.49756991863251,0.8660280342612948 | |
| 57,485,0.9465951919555664,49.444165110588074,0.8674414931682118 | |
| 58,866,1.8241662979125977,51.26833140850067,0.8839367484224254 | |
| 59,198,0.6704682111740112,51.93879961967468,0.8803186376216048 | |
| 60,74,0.35780179500579834,52.29660141468048,0.871610023578008 | |
| 61,661,0.7704941034317017,53.06709551811218,0.8699523855428226 | |
| 62,34,0.76372230052948,53.83081781864166,0.8682389970748655 | |
| 63,932,0.9496805667877197,54.78049838542938,0.869531720403641 | |
| 64,925,0.5050511360168457,55.28554952144623,0.8638367112725973 | |
| 65,948,1.3380587100982666,56.623608231544495,0.8711324343314537 | |
| 66,991,0.6299694776535034,57.253577709198,0.8674784501393636 | |
| 67,403,0.1808699369430542,57.43444764614105,0.8572305618827023 | |
| 68,986,1.008779764175415,58.44322741031647,0.859459226622301 | |
| 69,968,1.2672736644744873,59.710501074790955,0.8653695807940718 | |
| 70,979,1.015120029449463,60.72562110424042,0.8675088729177203 | |
| 71,435,0.8272287845611572,61.552849888801575,0.8669415477295996 | |
| 72,603,0.8646173477172852,62.41746723651886,0.8669092671738731 | |
| 73,364,0.6032571792602539,63.020724415779114,0.8632975947367002 | |
| 74,983,1.725252628326416,64.74597704410553,0.8749456357311558 | |
| 75,671,0.9704067707061768,65.7163838148117,0.8762184508641561 | |
| 76,270,1.13704252243042,66.85342633724213,0.8796503465426596 | |
| 77,678,0.9783835411071777,67.8318098783493,0.8809325958227182 | |
| 78,128,1.3331334590911865,69.16494333744049,0.8867300427876986 | |
| 79,594,0.7417553663253784,69.90669870376587,0.8848949203008338 | |
| 80,369,0.5298975706100464,70.43659627437592,0.8804574534296989 | |
| 81,443,1.166417121887207,71.60301339626312,0.8839878197069522 | |
| 82,790,0.30228734016418457,71.90530073642731,0.8768939114198452 | |
| 83,582,1.0642435550689697,72.96954429149628,0.8791511360421238 | |
| 84,153,0.8076111078262329,73.77715539932251,0.8782994690395537 | |
| 85,987,0.4408581256866455,74.21801352500916,0.8731531002942253 | |
| 86,61,1.6360678672790527,75.85408139228821,0.8820242022359094 | |
| 87,276,1.0773873329162598,76.93146872520447,0.8842697554621203 | |
| 88,809,0.8095518350601196,77.74102056026459,0.8834206881848249 | |
| 89,228,0.9185194969177246,78.65954005718231,0.8838150568222731 | |
| 90,929,0.8854780197143555,79.54501807689667,0.8838335341877408 | |
| 91,951,1.2506539821624756,80.79567205905914,0.887864528121529 | |
| 92,44,1.2519614696502686,82.04763352870941,0.8918221035729283 | |
| 93,685,0.8205928802490234,82.86822640895844,0.8910561979457896 | |
| 94,42,0.828122615814209,83.69634902477264,0.8903866917529004 | |
| 95,953,0.7377173900604248,84.43406641483307,0.8887796464719271 | |
| 96,34,0.76372230052948,85.19778871536255,0.8874769657850266 | |
| 97,382,0.5610408782958984,85.75882959365845,0.884111645295448 | |
| 98,611,1.1565260887145996,86.91535568237305,0.8868913845140107 | |
| 99,812,0.6551668643951416,87.57052254676819,0.8845507327956382 | |
| 100,290,0.9703164100646973,88.54083895683289,0.8854083895683289 | |
| 101,261,0.9299108982086182,89.4707498550415,0.8858490084657574 | |
| 102,307,0.6210169792175293,90.09176683425903,0.8832526160221473 | |
| 103,760,0.40678346157073975,90.49855029582977,0.8786267019012599 | |
| 104,783,0.12073016166687012,90.61928045749664,0.871339235168237 | |
| 105,540,1.8592021465301514,92.4784826040268,0.8807474533716838 | |
| 106,255,0.33385396003723145,92.81233656406403,0.8755880807930568 | |
| 107,818,1.146559476852417,93.95889604091644,0.8781205237468827 | |
| 108,60,2.1540687084198,96.11296474933624,0.8899348587901504 | |
| 109,996,1.5701079368591309,97.68307268619537,0.8961749787724346 | |
| 110,70,0.882434606552124,98.5655072927475,0.8960500662977046 | |
| 111,793,1.1267857551574707,99.69229304790497,0.898128766197342 | |
| 112,249,1.159733772277832,100.8520268201828,0.9004645251802036 | |
| 113,611,1.1565260887145996,102.0085529088974,0.9027305567159062 | |
| 114,886,0.26954662799835205,102.27809953689575,0.8971763117271557 | |
| 115,824,0.4981567859649658,102.77625632286072,0.893706576720528 | |
| 116,995,0.5673432350158691,103.34359955787659,0.8908930996368671 | |
| 117,632,1.1668784618377686,104.51047801971436,0.8932519488864474 | |
| 118,261,0.9299108982086182,105.44038891792297,0.8935626179484998 | |
| 119,639,0.809323787689209,106.24971270561218,0.8928547286185897 | |
| 120,924,1.4306118488311768,107.68032455444336,0.8973360379536947 | |
| 121,768,1.4664483070373535,109.14677286148071,0.9020394451362043 | |
| 122,851,0.8011868000030518,109.94795966148376,0.9012127841105226 | |
| 123,619,0.6961876153945923,110.64414727687836,0.8995459128201493 | |
| 124,969,1.9442503452301025,112.58839762210846,0.9079709485653908 | |
| 125,418,0.8809962272644043,113.46939384937286,0.9077551507949829 | |
| 126,795,0.755887508392334,114.2252813577652,0.9065498520457556 | |
| 127,68,0.5617915391921997,114.7870728969574,0.9038352196610818 | |
| 128,256,0.5119585990905762,115.29903149604797,0.9007736835628748 | |
| 129,78,1.7503387928009033,117.04937028884888,0.9073594596034796 | |
| 130,13,1.1785492897033691,118.22791957855225,0.9094455352196327 | |
| 131,429,0.7996219396591187,119.02754151821136,0.9086071871619188 | |
| 132,914,0.7509835958480835,119.77852511405945,0.9074130690459049 | |
| 133,123,0.6902561187744141,120.46878123283386,0.9057803100213072 | |
| 134,802,1.4491453170776367,121.9179265499115,0.9098352727605336 | |
| 135,393,0.9177680015563965,122.8356945514679,0.909894033714577 | |
| 136,753,0.9836974143981934,123.81939196586609,0.9104367056313682 | |
| 137,93,0.9061365127563477,124.72552847862244,0.9104053173622075 | |
| 138,514,0.6330934762954712,125.35862195491791,0.9083958112675211 | |
| 139,866,1.8241662979125977,127.1827882528305,0.9149840881498598 | |
| 140,416,0.6708981990814209,127.85368645191193,0.9132406175136566 | |
| 141,712,0.5173302888870239,128.37101674079895,0.9104327428425457 | |
| 142,11,1.0197067260742188,129.39072346687317,0.9112022779357265 | |
| 143,556,0.5390996932983398,129.9298231601715,0.9086001619592413 | |
| 144,562,0.8956496715545654,130.82547283172607,0.9085102279980978 | |
| 145,184,0.870858907699585,131.69633173942566,0.908250563720177 | |
| 146,653,0.4227653741836548,132.1190971136093,0.9049253226959542 | |
| 147,862,1.9192571640014648,134.03835427761078,0.9118255393034747 | |
| 148,95,1.0628859996795654,135.10124027729034,0.9128462180897996 | |
| 149,999,0.9049091339111328,136.00614941120148,0.9127929490684663 | |
| 150,62,1.2001771926879883,137.20632660388947,0.9147088440259298 | |
| 151,400,0.7743158340454102,137.98064243793488,0.9137790889929462 | |
| 152,664,1.1162230968475342,139.0968655347824,0.9151109574656737 | |
| 153,796,0.6855206489562988,139.7823861837387,0.9136103672139785 | |
| 154,27,0.3240467309951782,140.1064329147339,0.9097820319138564 | |
| 155,679,1.111483097076416,141.2179160118103,0.9110833291084536 | |
| 156,429,0.7996219396591187,142.01753795146942,0.9103688330222399 | |
| 157,369,0.5298975706100464,142.54743552207947,0.9079454491852196 | |
| 158,366,1.0346591472625732,143.58209466934204,0.9087474346160889 | |
| 159,562,0.8956496715545654,144.4777443408966,0.9086650587477774 | |
| 160,418,0.8809962272644043,145.358740568161,0.9084921285510064 | |
| 161,161,0.9079790115356445,146.26671957969666,0.9084889414887991 | |
| 162,508,0.48480224609375,146.7515218257904,0.9058735915172247 | |
| 163,695,0.9132752418518066,147.6647970676422,0.9059190004149829 | |
| 164,85,0.492824912071228,148.15762197971344,0.903400134022643 | |
| 165,780,0.5510748624801636,148.7086968421936,0.9012648293466279 | |
| 166,235,0.17245399951934814,148.88115084171295,0.8968744026609214 | |
| 167,496,0.636799693107605,149.51795053482056,0.8953170690707818 | |
| 168,40,0.6085336208343506,150.1264841556549,0.8936100247360411 | |
| 169,681,0.8717265129089355,150.99821066856384,0.8934805365003777 | |
| 170,280,0.9943277835845947,151.99253845214844,0.8940737556008732 | |
| 171,872,0.5876541137695312,152.58019256591797,0.8922818278708653 | |
| 172,298,0.7370455265045166,153.31723809242249,0.8913792912350145 | |
| 173,545,0.9910233020782471,154.30826139450073,0.8919552681763048 | |
| 174,113,0.7646697759628296,155.07293117046356,0.8912237423589859 | |
| 175,369,0.5298975706100464,155.6028287410736,0.8891590213775635 | |
| 176,547,0.9107952117919922,156.5136239528656,0.8892819542776454 | |
| 177,484,0.39449143409729004,156.9081153869629,0.8864865276099598 | |
| 178,856,1.6457250118255615,158.55384039878845,0.8907519123527441 | |
| 179,538,1.0232045650482178,159.57704496383667,0.8914918713063501 | |
| 180,676,0.6146390438079834,160.19168400764465,0.8899538000424703 | |
| 181,964,0.7860379219055176,160.97772192955017,0.8893796791687855 | |
| 182,348,0.8368988037109375,161.8146207332611,0.8890913227102258 | |
| 183,532,0.8790769577026367,162.69369769096375,0.8890365994041735 | |
| 184,64,0.817949652671814,163.51164734363556,0.8886502573023671 | |
| 185,875,0.7551562786102295,164.2668036222458,0.8879286682283556 | |
| 186,595,1.3284847736358643,165.59528839588165,0.8902972494402239 | |
| 187,578,1.343496322631836,166.9387847185135,0.8927207738957941 | |
| 188,92,0.645402193069458,167.58418691158295,0.8914052495296966 | |
| 189,216,0.7986161708831787,168.38280308246613,0.8909143020236303 | |
| 190,501,0.6665620803833008,169.04936516284943,0.8897335008571022 | |
| 191,166,0.7861577272415161,169.83552289009094,0.8891912193198479 | |
| 192,585,1.1898205280303955,171.02534341812134,0.8907569969693819 | |
| 193,19,1.2891273498535156,172.31447076797485,0.8928210920620459 | |
| 194,736,1.0441503524780273,173.35862112045288,0.8936011397961489 | |
| 195,435,0.8272287845611572,174.18584990501404,0.8932607687436618 | |
| 196,497,0.9485971927642822,175.13444709777832,0.8935430974376445 | |
| 197,900,1.4635567665100098,176.59800386428833,0.896436567839027 | |
| 198,310,1.0210309028625488,177.61903476715088,0.8970658321573277 | |
| 199,112,0.45037174224853516,178.0694065093994,0.894821138238188 | |
| 200,523,0.8648104667663574,178.93421697616577,0.8946710848808288 | |
| 201,186,0.7361702919006348,179.6703872680664,0.8938825237217234 | |
| 202,411,0.6983609199523926,180.3687481880188,0.8929145949901921 | |
| 203,288,0.803704023361206,181.17245221138,0.8924751340462069 | |
| 204,666,0.9020266532897949,182.0744788646698,0.8925219552189696 | |
| 205,381,0.8054052591323853,182.87988412380219,0.8920969957258643 | |
| 206,333,0.8417947292327881,183.72167885303497,0.8918528099661892 | |
| 207,980,1.033414602279663,184.75509345531464,0.8925366833590079 | |
| 208,430,0.8662645816802979,185.62135803699493,0.8924103751778603 | |
| 209,782,0.8587768077850342,186.48013484477997,0.892249449018086 | |
| 210,406,1.326669692993164,187.80680453777313,0.8943181168465387 | |
| 211,455,0.5116015672683716,188.3184061050415,0.8925042943366895 | |
| 212,422,0.9442691802978516,189.26267528533936,0.8927484683270724 | |
| 213,730,0.9635543823242188,190.22622966766357,0.8930808904585145 | |
| 214,680,0.8491218090057373,191.0753514766693,0.8928754741900435 | |
| 215,39,0.8075158596038818,191.8828673362732,0.8924784527268521 | |
| 216,543,1.1440887451171875,193.02695608139038,0.8936433151916221 | |
| 217,64,0.817949652671814,193.8449057340622,0.8932944964703327 | |
| 218,844,1.6562516689300537,195.50115740299225,0.896794300013726 | |
| 219,879,0.5813963413238525,196.0825537443161,0.8953541266863749 | |
| 220,563,1.4895968437194824,197.57215058803558,0.8980552299456163 | |
| 221,286,0.5407811403274536,198.11293172836304,0.896438605105715 | |
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