| iteration,candidate_index,regret,cumulative_regret,average_regret | |
| 1,255,0.33385396003723145,0.33385396003723145,0.33385396003723145 | |
| 2,598,0.5732021331787109,0.9070560932159424,0.4535280466079712 | |
| 3,999,0.9049091339111328,1.8119652271270752,0.6039884090423584 | |
| 4,704,1.5093252658843994,3.3212904930114746,0.8303226232528687 | |
| 5,400,0.7743158340454102,4.095606327056885,0.819121265411377 | |
| 6,971,0.458072304725647,4.553678631782532,0.758946438630422 | |
| 7,736,1.0441503524780273,5.597828984260559,0.7996898548943656 | |
| 8,151,0.770523190498352,6.368352174758911,0.7960440218448639 | |
| 9,923,0.40931689739227295,6.777669072151184,0.7530743413501315 | |
| 10,552,1.2440218925476074,8.021690964698792,0.8021690964698791 | |
| 11,591,0.6083829402923584,8.63007390499115,0.7845521731810137 | |
| 12,775,0.6941443681716919,9.324218273162842,0.7770181894302368 | |
| 13,53,0.5958640575408936,9.920082330703735,0.7630832562079797 | |
| 14,449,1.40864896774292,11.328731298446655,0.8091950927461896 | |
| 15,767,0.925421953201294,12.25415325164795,0.8169435501098633 | |
| 16,658,0.8338520526885986,13.088005304336548,0.8180003315210342 | |
| 17,122,1.0566096305847168,14.144614934921265,0.8320361726424274 | |
| 18,890,1.2827138900756836,15.427328824996948,0.8570738236109415 | |
| 19,19,1.2891273498535156,16.716456174850464,0.8798134828868666 | |
| 20,561,1.0084905624389648,17.72494673728943,0.8862473368644714 | |
| 21,127,0.7527467012405396,18.47769343852997,0.8798901637395223 | |
| 22,171,0.8341493606567383,19.311842799186707,0.8778110363266685 | |
| 23,988,0.7575154304504395,20.069358229637146,0.8725807925929194 | |
| 24,992,1.0808041095733643,21.15016233921051,0.8812567641337713 | |
| 25,745,0.46875691413879395,21.618919253349304,0.8647567701339721 | |
| 26,378,1.0374441146850586,22.656363368034363,0.8713985910782447 | |
| 27,649,2.5318126678466797,25.188176035881042,0.9328954087363349 | |
| 28,249,1.159733772277832,26.347909808158875,0.940996778862817 | |
| 29,197,0.6646639108657837,27.012573719024658,0.9314680592767124 | |
| 30,320,0.5482596158981323,27.56083333492279,0.9186944444974263 | |
| 31,585,1.1898205280303955,28.750653862953186,0.9274404471920382 | |
| 32,940,1.0978102684020996,29.848464131355286,0.9327645041048527 | |
| 33,234,1.196018934249878,31.044483065605164,0.9407419110789443 | |
| 34,16,1.3816916942596436,32.42617475986481,0.9537110223489649 | |
| 35,290,0.9703164100646973,33.396491169929504,0.9541854619979858 | |
| 36,990,0.6651456356048584,34.06163680553436,0.9461565779315101 | |
| 37,999,0.9049091339111328,34.966545939445496,0.9450417821471756 | |
| 38,89,0.8899550437927246,35.85650098323822,0.9435921311378479 | |
| 39,236,0.43340444564819336,36.289905428886414,0.9305103956124722 | |
| 40,299,1.0562787055969238,37.34618413448334,0.9336546033620834 | |
| 41,252,0.695048451423645,38.04123258590698,0.9278349411196825 | |
| 42,461,1.264373779296875,39.30560636520386,0.9358477706000918 | |
| 43,905,0.9907026290893555,40.29630899429321,0.9371234649835631 | |
| 44,521,0.6494954824447632,40.945804476737976,0.9305864653804086 | |
| 45,86,0.49994468688964844,41.445749163627625,0.9210166480806139 | |
| 46,886,0.26954662799835205,41.71529579162598,0.9068542563396952 | |
| 47,847,1.1756956577301025,42.89099144935608,0.9125742861565124 | |
| 48,745,0.46875691413879395,43.35974836349487,0.9033280909061432 | |
| 49,643,0.4476587772369385,43.80740714073181,0.8940287171577921 | |
| 50,61,1.6360678672790527,45.443475008010864,0.9088695001602173 | |
| 51,139,0.5038604736328125,45.94733548164368,0.9009281466988956 | |
| 52,517,1.682138442993164,47.62947392463684,0.9159514216276315 | |
| 53,307,0.6210169792175293,48.25049090385437,0.9103866208274409 | |
| 54,18,0.720961332321167,48.97145223617554,0.9068787451143618 | |
| 55,161,0.9079790115356445,49.87943124771118,0.9068987499583852 | |
| 56,426,0.7317843437194824,50.611215591430664,0.9037717069898333 | |
| 57,304,0.4562349319458008,51.067450523376465,0.8959201846206397 | |
| 58,803,1.0866796970367432,52.15413022041321,0.8992091417312622 | |
| 59,993,0.9534990787506104,53.10762929916382,0.9001293101553189 | |
| 60,965,0.8149384260177612,53.92256772518158,0.8987094620863597 | |
| 61,996,1.5701079368591309,55.49267566204071,0.9097159944596838 | |
| 62,635,0.756934404373169,56.24961006641388,0.90725177526474 | |
| 63,341,1.1750473976135254,57.424657464027405,0.9115024994290064 | |
| 64,54,0.7572727203369141,58.18193018436432,0.9090926591306925 | |
| 65,460,0.6541390419006348,58.836069226264954,0.9051702957886916 | |
| 66,84,0.48355650901794434,59.3196257352829,0.8987822081103469 | |
| 67,199,0.7505286931991577,60.070154428482056,0.8965694690818218 | |
| 68,594,0.7417553663253784,60.811909794807434,0.8942927911001093 | |
| 69,259,0.7149966955184937,61.52690649032593,0.8916942969612454 | |
| 70,833,0.42554378509521484,61.95245027542114,0.8850350039345878 | |
| 71,586,1.0355143547058105,62.98796463012695,0.8871544314102388 | |
| 72,100,2.323164224624634,65.31112885475159,0.9070990118715498 | |
| 73,700,1.1494355201721191,66.4605643749237,0.910418690067448 | |
| 74,204,1.1091256141662598,67.56968998908997,0.913103918771486 | |
| 75,107,1.473113775253296,69.04280376434326,0.9205707168579101 | |
| 76,482,0.7938917875289917,69.83669555187225,0.9189038888404244 | |
| 77,218,2.4962656497955322,72.33296120166779,0.939389106515166 | |
| 78,488,0.35190391540527344,72.68486511707306,0.9318572450906802 | |
| 79,483,0.725083589553833,73.40994870662689,0.9292398570459101 | |
| 80,419,0.277457594871521,73.68740630149841,0.9210925787687302 | |
| 81,65,0.8915250301361084,74.57893133163452,0.9207275473041299 | |
| 82,983,1.725252628326416,76.30418395996094,0.9305388287800115 | |
| 83,602,0.7870351076126099,77.09121906757355,0.9288098682840187 | |
| 84,720,0.7839412689208984,77.87516033649445,0.9270852421011243 | |
| 85,377,0.37534475326538086,78.25050508975983,0.9205941775265862 | |
| 86,744,1.007296085357666,79.25780117511749,0.9216023392455522 | |
| 87,756,0.8185521364212036,80.0763533115387,0.9204178541556172 | |
| 88,447,0.48351919651031494,80.55987250804901,0.9154530966823752 | |
| 89,256,0.5119585990905762,81.07183110713959,0.9109194506420178 | |
| 90,919,0.5910261869430542,81.66285729408264,0.9073650810453627 | |
| 91,120,1.7067546844482422,83.36961197853088,0.9161495821816581 | |
| 92,233,0.0,83.36961197853088,0.9061914345492488 | |
| 93,986,1.008779764175415,84.3783917427063,0.9072945348678096 | |
| 94,452,0.582634449005127,84.96102619171143,0.9038407041671428 | |
| 95,967,0.7388380765914917,85.69986426830292,0.9021038344031886 | |
| 96,438,1.0724878311157227,86.77235209941864,0.9038786677022775 | |
| 97,430,0.8662645816802979,87.63861668109894,0.9034908936195767 | |
| 98,250,0.9298405647277832,88.56845724582672,0.9037597678145584 | |
| 99,225,0.7865704298019409,89.35502767562866,0.9025760371275623 | |
| 100,53,0.5958640575408936,89.95089173316956,0.8995089173316956 | |
| 101,346,0.4449882507324219,90.39587998390198,0.8950087127119007 | |
| 102,650,0.907470703125,91.30335068702698,0.8951308890884998 | |
| 103,617,0.45848751068115234,91.76183819770813,0.8908916329874575 | |
| 104,466,1.0781011581420898,92.83993935585022,0.8926917245754828 | |
| 105,832,1.194387435913086,94.0343267917633,0.8955650170644124 | |
| 106,736,1.0441503524780273,95.07847714424133,0.8969667655117107 | |
| 107,468,0.5232675075531006,95.60174465179443,0.893474249082191 | |
| 108,764,0.6879719495773315,96.28971660137177,0.8915714500127015 | |
| 109,861,1.2559711933135986,97.54568779468536,0.894914566923719 | |
| 110,248,0.8544929027557373,98.4001806974411,0.8945470972494646 | |
| 111,744,1.007296085357666,99.40747678279877,0.895562853899088 | |
| 112,588,1.0675773620605469,100.47505414485931,0.8970986977219582 | |
| 113,277,0.5221744775772095,100.99722862243652,0.8937807842693498 | |
| 114,588,1.0675773620605469,102.06480598449707,0.895305315653483 | |
| 115,428,1.775266170501709,103.84007215499878,0.9029571491739025 | |
| 116,828,0.9941997528076172,104.8342719078064,0.9037437233431586 | |
| 117,77,0.7731583118438721,105.60743021965027,0.9026276087149595 | |
| 118,502,0.8809847831726074,106.48841500282288,0.9024441949391769 | |
| 119,679,1.111483097076416,107.59989809989929,0.9042008243689016 | |
| 120,619,0.6961876153945923,108.29608571529388,0.9024673809607824 | |
| 121,660,0.5560646057128906,108.85215032100677,0.899604548107494 | |
| 122,472,0.6543638706207275,109.5065141916275,0.8975943786198975 | |
| 123,661,0.7704941034317017,110.2770082950592,0.8965610430492619 | |
| 124,81,0.6366974115371704,110.91370570659637,0.8944653686015837 | |
| 125,711,1.4904348850250244,112.4041405916214,0.8992331247329712 | |
| 126,984,0.759060263633728,113.16320085525513,0.898120641708374 | |
| 127,123,0.6902561187744141,113.85345697402954,0.896483913181335 | |
| 128,789,1.0272507667541504,114.88070774078369,0.8975055292248726 | |
| 129,1,0.8803119659423828,115.76101970672607,0.8973722457885742 | |
| 130,296,0.9138922691345215,116.6749119758606,0.8974993228912354 | |
| 131,673,0.7231094837188721,117.39802145957947,0.8961681027448815 | |
| 132,551,0.9144465923309326,118.3124680519104,0.8963065761508364 | |
| 133,238,1.1135008335113525,119.42596888542175,0.8979396156798628 | |
| 134,965,0.8149384260177612,120.24090731143951,0.8973202038167128 | |
| 135,486,0.605633020401001,120.84654033184052,0.8951595580136334 | |
| 136,70,0.882434606552124,121.72897493839264,0.8950659921940636 | |
| 137,281,0.7861982583999634,122.5151731967926,0.8942713372028657 | |
| 138,287,0.8067464828491211,123.32191967964172,0.8936370991278386 | |
| 139,662,0.713632345199585,124.03555202484131,0.8923421008981389 | |
| 140,536,1.3394436836242676,125.37499570846558,0.895535683631897 | |
| 141,606,0.6511435508728027,126.02613925933838,0.8938024060945984 | |
| 142,153,0.8076111078262329,126.83375036716461,0.8931954251208776 | |
| 143,715,1.2788152694702148,128.11256563663483,0.8958920673890547 | |
| 144,33,0.6541801691055298,128.76674580574036,0.8942135125398636 | |
| 145,842,1.0773286819458008,129.84407448768616,0.8954763757771459 | |
| 146,614,1.422255277633667,131.26632976531982,0.899084450447396 | |
| 147,578,1.343496322631836,132.60982608795166,0.9021076604622562 | |
| 148,991,0.6299694776535034,133.23979556560516,0.9002688889567917 | |
| 149,792,0.738937258720398,133.97873282432556,0.8991861263377554 | |
| 150,280,0.9943277835845947,134.97306060791016,0.8998204040527343 | |
| 151,730,0.9635543823242188,135.93661499023438,0.9002424833790356 | |
| 152,124,0.7477542161941528,136.68436920642853,0.8992392710949245 | |
| 153,712,0.5173302888870239,137.20169949531555,0.8967431339563108 | |
| 154,3,1.136162281036377,138.33786177635193,0.898297803742545 | |
| 155,302,0.9755549430847168,139.31341671943665,0.8987962368995913 | |
| 156,541,0.8065024614334106,140.11991918087006,0.8982046101337824 | |
| 157,274,0.2706174850463867,140.39053666591644,0.8942072399102958 | |
| 158,296,0.9138922691345215,141.30442893505096,0.8943318287028542 | |
| 159,981,0.9558358192443848,142.26026475429535,0.8947186462534299 | |
| 160,702,0.8471806049346924,143.10744535923004,0.8944215334951877 | |
| 161,218,2.4962656497955322,145.60371100902557,0.904370875832457 | |
| 162,803,1.0866796970367432,146.69039070606232,0.9054962389263106 | |
| 163,597,1.8515973091125488,148.54198801517487,0.911300539970398 | |
| 164,699,0.7559027671813965,149.29789078235626,0.9103529925753431 | |
| 165,825,0.8989875316619873,150.19687831401825,0.91028411099405 | |
| 166,266,0.5457651615142822,150.74264347553253,0.9080882137080273 | |
| 167,455,0.5116015672683716,151.2542450428009,0.9057140421724605 | |
| 168,676,0.6146390438079834,151.8688840866089,0.9039814528964815 | |
| 169,96,0.6030117273330688,152.47189581394196,0.902200566946402 | |
| 170,50,0.6000139713287354,153.0719097852707,0.9004229987368865 | |
| 171,961,0.5324349403381348,153.60434472560883,0.8982710217871861 | |
| 172,886,0.26954662799835205,153.87389135360718,0.8946156474046929 | |
| 173,6,0.7606127262115479,154.63450407981873,0.8938410640451949 | |
| 174,482,0.7938917875289917,155.42839586734772,0.8932666429157915 | |
| 175,641,0.751551628112793,156.1799474954605,0.892456842831203 | |
| 176,753,0.9836974143981934,157.1636449098587,0.8929752551696517 | |
| 177,153,0.8076111078262329,157.97125601768494,0.8924929718513274 | |
| 178,254,0.309856653213501,158.28111267089844,0.889219734106171 | |
| 179,587,1.1628189086914062,159.44393157958984,0.890748221115027 | |
| 180,484,0.39449143409729004,159.83842301368713,0.8879912389649285 | |
| 181,806,0.8756904602050781,160.7141134738922,0.887923278861283 | |
| 182,490,0.9467549324035645,161.66086840629578,0.8882465297049218 | |
| 183,566,0.4514808654785156,162.1123492717743,0.8858598320861983 | |
| 184,537,0.635536789894104,162.7478860616684,0.884499380769937 | |
| 185,419,0.277457594871521,163.02534365653992,0.8812180738191346 | |
| 186,36,0.6247421503067017,163.65008580684662,0.8798391710045517 | |
| 187,41,0.8775715827941895,164.5276573896408,0.8798270448643893 | |
| 188,678,0.9783835411071777,165.506040930748,0.8803512815465319 | |
| 189,614,1.422255277633667,166.92829620838165,0.8832184984570458 | |
| 190,168,0.42407751083374023,167.3523737192154,0.8808019669432389 | |
| 191,20,0.8312489986419678,168.18362271785736,0.8805425273186249 | |
| 192,772,1.1126751899719238,169.29629790782928,0.8817515516032776 | |
| 193,38,0.6925982236862183,169.9888961315155,0.8807714825467124 | |
| 194,46,0.7600691318511963,170.7489652633667,0.8801493054812717 | |
| 195,971,0.458072304725647,171.20703756809235,0.8779848080414993 | |
| 196,817,1.4551615715026855,172.66219913959503,0.8809295874469134 | |
| 197,819,1.5278205871582031,174.19001972675323,0.8842132981053463 | |
| 198,550,0.6181340217590332,174.80815374851227,0.8828694633763245 | |
| 199,694,0.48089444637298584,175.28904819488525,0.8808494884165088 | |
| 200,223,0.6997466087341309,175.98879480361938,0.8799439740180969 | |
| 201,21,0.5246999263763428,176.51349472999573,0.8781765906964961 | |
| 202,54,0.7572727203369141,177.27076745033264,0.877578056684815 | |
| 203,144,0.8141591548919678,178.0849266052246,0.877265648301599 | |
| 204,50,0.6000139713287354,178.68494057655334,0.8759065714536929 | |
| 205,814,0.4897414445877075,179.17468202114105,0.8740228391275173 | |
| 206,832,1.194387435913086,180.36906945705414,0.8755780070730783 | |
| 207,175,0.18627750873565674,180.5553469657898,0.8722480529748299 | |
| 208,520,1.0875988006591797,181.64294576644897,0.8732833931079278 | |
| 209,111,0.5259690284729004,182.16891479492188,0.8716216018895784 | |
| 210,470,1.3584156036376953,183.52733039855957,0.8739396685645694 | |
| 211,468,0.5232675075531006,184.05059790611267,0.8722777151948468 | |
| 212,209,0.42046284675598145,184.47106075286865,0.8701465129852295 | |
| 213,85,0.492824912071228,184.96388566493988,0.8683750500701403 | |
| 214,302,0.9755549430847168,185.9394406080246,0.8688758906917037 | |
| 215,246,1.9861433506011963,187.9255839586258,0.8740724835284921 | |
| 216,956,1.0910494327545166,189.0166333913803,0.8750770064415755 | |
| 217,66,0.7108767032623291,189.72751009464264,0.8743203230167863 | |
| 218,598,0.5732021331787109,190.30071222782135,0.8729390469166117 | |
| 219,387,1.1730670928955078,191.47377932071686,0.8743094946151455 | |
| 220,825,0.8989875316619873,192.37276685237885,0.874421667510813 | |
| 221,722,0.6649155616760254,193.03768241405487,0.8734736760816962 | |
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| 226,503,1.1379728317260742,196.77499210834503,0.8706858057891373 | |
| 227,837,0.6132932901382446,197.38828539848328,0.8695519180549924 | |
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| 229,504,0.4154677391052246,198.89043283462524,0.8685171739503286 | |
| 230,811,0.8096227645874023,199.70005559921265,0.8682611113009245 | |
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| 300,993,0.9534990787506104,265.1183726787567,0.8837279089291891 | |