| iteration,candidate_index,regret,cumulative_regret,average_regret | |
| 1,490,0.9467549324035645,0.9467549324035645,0.9467549324035645 | |
| 2,613,0.6422742605209351,1.5890291929244995,0.7945145964622498 | |
| 3,472,0.6543638706207275,2.243393063545227,0.747797687848409 | |
| 4,797,0.7688276767730713,3.0122207403182983,0.7530551850795746 | |
| 5,126,0.875077486038208,3.8872982263565063,0.7774596452713013 | |
| 6,132,0.4067723751068115,4.294070601463318,0.7156784335772196 | |
| 7,602,0.7870351076126099,5.081105709075928,0.725872244153704 | |
| 8,708,0.819077730178833,5.900183439254761,0.7375229299068451 | |
| 9,333,0.8417947292327881,6.741978168487549,0.7491086853875054 | |
| 10,909,0.6017534732818604,7.343731641769409,0.7343731641769409 | |
| 11,102,1.0744500160217285,8.418181657791138,0.7652892416173761 | |
| 12,780,0.5510748624801636,8.969256520271301,0.7474380433559418 | |
| 13,561,1.0084905624389648,9.977747082710266,0.7675190063623282 | |
| 14,290,0.9703164100646973,10.948063492774963,0.7820045351982117 | |
| 15,492,0.4406280517578125,11.388691544532776,0.7592461029688518 | |
| 16,980,1.033414602279663,12.422106146812439,0.7763816341757774 | |
| 17,240,0.8525130748748779,13.274619221687317,0.780859954216901 | |
| 18,218,2.4962656497955322,15.77088487148285,0.8761602706379361 | |
| 19,947,0.7096803188323975,16.480565190315247,0.8673981679113287 | |
| 20,810,1.3927502632141113,17.873315453529358,0.8936657726764679 | |
| 21,94,1.4937617778778076,19.367077231407166,0.9222417729241508 | |
| 22,19,1.2891273498535156,20.65620458126068,0.9389183900573037 | |
| 23,281,0.7861982583999634,21.442402839660645,0.9322783843330715 | |
| 24,878,0.7406821250915527,22.183084964752197,0.9242952068646749 | |
| 25,444,0.604822039604187,22.787907004356384,0.9115162801742553 | |
| 26,359,0.5104622840881348,23.29836928844452,0.8960911264786353 | |
| 27,892,0.3342854976654053,23.632654786109924,0.8752835105966639 | |
| 28,247,0.7500162124633789,24.382670998573303,0.8708096785204751 | |
| 29,824,0.4981567859649658,24.88082778453827,0.8579595787771817 | |
| 30,619,0.6961876153945923,25.57701539993286,0.852567179997762 | |
| 31,96,0.6030117273330688,26.18002712726593,0.8445170041053526 | |
| 32,765,1.3607397079467773,27.540766835212708,0.8606489636003971 | |
| 33,142,1.236668348312378,28.777435183525085,0.8720434904098511 | |
| 34,401,1.863621711730957,30.641056895256042,0.9012075557428247 | |
| 35,347,0.9326050281524658,31.57366192340851,0.9021046263831002 | |
| 36,588,1.0675773620605469,32.641239285469055,0.9067010912630293 | |
| 37,236,0.43340444564819336,33.07464373111725,0.8939092900301959 | |
| 38,636,1.039745807647705,34.114389538764954,0.8977470931253935 | |
| 39,780,0.5510748624801636,34.66546440124512,0.8888580615703876 | |
| 40,498,0.6986901760101318,35.36415457725525,0.8841038644313812 | |
| 41,479,1.2161693572998047,36.580323934555054,0.8922030227940257 | |
| 42,757,1.1521058082580566,37.73242974281311,0.898391184352693 | |
| 43,903,0.9712176322937012,38.70364737510681,0.9000848226769026 | |
| 44,80,0.7706007957458496,39.47424817085266,0.897142003883015 | |
| 45,709,0.5154719352722168,39.98972010612488,0.8886604468027751 | |
| 46,169,1.0719115734100342,41.06163167953491,0.8926441669464111 | |
| 47,853,1.3410863876342773,42.40271806716919,0.9021854907908338 | |
| 48,406,1.326669692993164,43.72938776016235,0.9110289116700491 | |
| 49,579,0.5943299531936646,44.32371771335602,0.9045656676195106 | |
| 50,300,0.9740347862243652,45.29775249958038,0.9059550499916077 | |
| 51,957,2.1815176010131836,47.47927010059357,0.9309660804037955 | |
| 52,837,0.6132932901382446,48.09256339073181,0.9248569882833041 | |
| 53,47,1.137314796447754,49.229878187179565,0.9288656261731993 | |
| 54,628,0.3378622531890869,49.56774044036865,0.9179211192660861 | |
| 55,846,0.6452432870864868,50.21298372745514,0.9129633404991844 | |
| 56,770,1.2283236980438232,51.44130742549896,0.9185947754553386 | |
| 57,399,1.0146842002868652,52.45599162578583,0.9202805548383478 | |
| 58,906,1.0574181079864502,53.51340973377228,0.9226449954098669 | |
| 59,51,0.5043717622756958,54.017781496047974,0.9155556185770843 | |
| 60,481,1.171468734741211,55.189250230789185,0.9198208371798198 | |
| 61,384,0.6074130535125732,55.79666328430176,0.9146993981033075 | |
| 62,522,0.5952025651931763,56.391865849494934,0.9095462233789505 | |
| 63,48,0.5496792793273926,56.94154512882233,0.9038340496638465 | |
| 64,89,0.8899550437927246,57.83150017261505,0.9036171901971102 | |
| 65,540,1.8592021465301514,59.6907023191452,0.9183184972176185 | |
| 66,639,0.809323787689209,60.50002610683441,0.9166670622247638 | |
| 67,275,0.9931273460388184,61.49315345287323,0.9178082604906452 | |
| 68,563,1.4895968437194824,62.98275029659271,0.9262169161263634 | |
| 69,768,1.4664483070373535,64.44919860363007,0.9340463565743488 | |
| 70,437,1.1017999649047852,65.55099856853485,0.936442836693355 | |
| 71,653,0.4227653741836548,65.9737639427185,0.9292079428551903 | |
| 72,763,1.6043469905853271,67.57811093330383,0.9385848740736643 | |
| 73,50,0.6000139713287354,68.17812490463257,0.933946916501816 | |
| 74,151,0.770523190498352,68.94864809513092,0.9317384877720395 | |
| 75,842,1.0773286819458008,70.02597677707672,0.9336796903610229 | |
| 76,683,0.40463709831237793,70.4306138753891,0.9267186036235407 | |
| 77,322,0.9011640548706055,71.3317779302597,0.9263867263670091 | |
| 78,162,0.43350887298583984,71.76528680324554,0.920067779528789 | |
| 79,5,0.6690855026245117,72.43437230587006,0.9168907886818994 | |
| 80,734,0.542316198348999,72.97668850421906,0.9122086063027381 | |
| 81,751,0.7211774587631226,73.69786596298218,0.9098501970738541 | |
| 82,673,0.7231094837188721,74.42097544670105,0.9075728713012323 | |
| 83,790,0.30228734016418457,74.72326278686523,0.900280274540545 | |
| 84,980,1.033414602279663,75.7566773891449,0.9018652070136297 | |
| 85,206,0.9056024551391602,76.66227984428406,0.901909174638636 | |
| 86,885,0.9026548862457275,77.56493473052979,0.9019178457038347 | |
| 87,687,0.5675357580184937,78.13247048854828,0.8980743734315894 | |
| 88,450,0.9154069423675537,79.04787743091583,0.8982713344422254 | |
| 89,610,0.7165470123291016,79.76442444324493,0.8962294881263476 | |
| 90,862,1.9192571640014648,81.6836816072464,0.9075964623027377 | |
| 91,690,1.5278749465942383,83.21155655384064,0.9144127093828641 | |
| 92,378,1.0374441146850586,84.2490006685257,0.9157500072665836 | |
| 93,548,1.2528719902038574,85.50187265872955,0.9193749748250489 | |
| 94,959,1.1499829292297363,86.65185558795929,0.9218282509357372 | |
| 95,882,0.7668774127960205,87.41873300075531,0.9201971894816349 | |
| 96,479,1.2161693572998047,88.63490235805511,0.9232802328964075 | |
| 97,337,0.7935421466827393,89.42844450473785,0.9219427268529675 | |
| 98,411,0.6983609199523926,90.12680542469025,0.919661279843778 | |
| 99,771,0.7010455131530762,90.82785093784332,0.9174530397761952 | |
| 100,608,2.41019868850708,93.2380496263504,0.932380496263504 | |
| 101,307,0.6210169792175293,93.85906660556793,0.929297689164039 | |
| 102,981,0.9558358192443848,94.81490242481232,0.9295578669099247 | |
| 103,983,1.725252628326416,96.54015505313873,0.9372830587683372 | |
| 104,765,1.3607397079467773,97.90089476108551,0.9413547573181299 | |
| 105,313,0.3168482780456543,98.21774303913116,0.9354070765631539 | |
| 106,558,1.0402421951293945,99.25798523426056,0.9363960871156657 | |
| 107,168,0.42407751083374023,99.6820627450943,0.9316080630382645 | |
| 108,744,1.007296085357666,100.68935883045197,0.9323088780597404 | |
| 109,323,0.634533166885376,101.32389199733734,0.92957699080126 | |
| 110,159,0.6001086235046387,101.92400062084198,0.9265818238258362 | |
| 111,785,0.6916896104812622,102.61569023132324,0.9244656777596688 | |
| 112,283,0.6456269025802612,103.2613171339035,0.9219760458384242 | |
| 113,863,0.9048426151275635,104.16615974903107,0.9218244225577971 | |
| 114,562,0.8956496715545654,105.06180942058563,0.9215948194788214 | |
| 115,632,1.1668784618377686,106.2286878824234,0.9237277207167253 | |
| 116,415,0.9840095043182373,107.21269738674164,0.9242473912650141 | |
| 117,369,0.5298975706100464,107.74259495735168,0.9208768799773648 | |
| 118,809,0.8095518350601196,108.5521467924118,0.9199334473933204 | |
| 119,958,0.8283185958862305,109.38046538829803,0.9191635746915802 | |
| 120,161,0.9079790115356445,110.28844439983368,0.919070369998614 | |
| 121,943,0.9346826076507568,111.22312700748444,0.9191993967560698 | |
| 122,528,1.2150118350982666,112.4381388425827,0.9216240888736287 | |
| 123,733,2.0163168907165527,114.45445573329926,0.9305240303520265 | |
| 124,242,0.49088311195373535,114.94533884525299,0.9269785390746209 | |
| 125,202,1.05324125289917,115.99858009815216,0.9279886407852173 | |
| 126,713,1.213744878768921,117.21232497692108,0.9302565474358816 | |
| 127,545,0.9910233020782471,118.20334827899933,0.9307350258188923 | |
| 128,888,0.7940319776535034,118.99738025665283,0.9296670332551003 | |
| 129,52,0.5731533765792847,119.57053363323212,0.9269033614979234 | |
| 130,993,0.9534990787506104,120.52403271198273,0.9271079439383286 | |
| 131,579,0.5943299531936646,121.11836266517639,0.9245676539326442 | |
| 132,14,0.9983298778533936,122.11669254302979,0.9251264586593165 | |
| 133,34,0.76372230052948,122.88041484355927,0.923912893560596 | |
| 134,443,1.166417121887207,124.04683196544647,0.9257226266078095 | |
| 135,159,0.6001086235046387,124.64694058895111,0.9233106710292674 | |
| 136,823,1.1267271041870117,125.77366769313812,0.9248063800966039 | |
| 137,198,0.6704682111740112,126.44413590431213,0.9229498971117674 | |
| 138,919,0.5910261869430542,127.03516209125519,0.9205446528351825 | |
| 139,968,1.2672736644744873,128.30243575572968,0.9230391061563286 | |
| 140,703,1.7733268737792969,130.07576262950897,0.9291125902107784 | |
| 141,156,1.2624552249908447,131.33821785449982,0.9314767223723391 | |
| 142,415,0.9840095043182373,132.32222735881805,0.9318466715409722 | |
| 143,910,1.0200810432434082,133.34230840206146,0.9324636951193109 | |
| 144,728,0.8516840934753418,134.1939924955368,0.93190272566345 | |
| 145,5,0.6690855026245117,134.86307799816132,0.9300901930907677 | |
| 146,787,3.080392360687256,137.94347035884857,0.9448182901290998 | |
| 147,805,1.1407220363616943,139.08419239521027,0.9461509686748998 | |
| 148,850,0.7388124465942383,139.8230048418045,0.9447500327148953 | |
| 149,769,0.7609186172485352,140.58392345905304,0.9435162648258594 | |
| 150,884,0.5416133403778076,141.12553679943085,0.9408369119962057 | |
| 151,458,0.9853849411010742,142.11092174053192,0.9411319320565028 | |
| 152,502,0.8809847831726074,142.99190652370453,0.940736227129635 | |
| 153,301,0.3958404064178467,143.38774693012238,0.9371748165367475 | |
| 154,736,1.0441503524780273,144.4318972826004,0.9378694628740286 | |
| 155,184,0.870858907699585,145.3027561903,0.9374371367116128 | |
| 156,123,0.6902561187744141,145.9930123090744,0.9358526430068872 | |
| 157,3,1.136162281036377,147.12917459011078,0.937128500573954 | |
| 158,943,0.9346826076507568,148.06385719776154,0.937113020238997 | |
| 159,243,0.6093995571136475,148.67325675487518,0.9350519292759445 | |
| 160,699,0.7559027671813965,149.42915952205658,0.9339322470128536 | |
| 161,548,1.2528719902038574,150.68203151226044,0.9359132392065865 | |
| 162,101,0.9811689853668213,151.66320049762726,0.9361925956643657 | |
| 163,248,0.8544929027557373,152.517693400383,0.9356913705544969 | |
| 164,878,0.7406821250915527,153.25837552547455,0.9345022897894789 | |
| 165,649,2.5318126678466797,155.79018819332123,0.9441829587474014 | |
| 166,50,0.6000139713287354,156.39020216464996,0.9421096515942768 | |
| 167,569,0.6127516031265259,157.0029537677765,0.9401374477112364 | |
| 168,582,1.0642435550689697,158.06719732284546,0.9408761745407468 | |
| 169,658,0.8338520526885986,158.90104937553406,0.9402428957132193 | |
| 170,126,0.875077486038208,159.77612686157227,0.9398595697739545 | |
| 171,138,1.322143316268921,161.0982701778412,0.9420951472388374 | |
| 172,608,2.41019868850708,163.50846886634827,0.9506306329438853 | |
| 173,865,0.38112401962280273,163.88959288597107,0.9473386872021449 | |
| 174,491,1.8524055480957031,165.74199843406677,0.9525402208854412 | |
| 175,529,0.6990258693695068,166.44102430343628,0.9510915674482073 | |
| 176,34,0.76372230052948,167.20474660396576,0.9500269693407145 | |
| 177,428,1.775266170501709,168.98001277446747,0.9546893377088558 | |
| 178,892,0.3342854976654053,169.31429827213287,0.9512039228771509 | |
| 179,55,0.3888598680496216,169.7031581401825,0.9480623359786732 | |
| 180,155,1.8695707321166992,171.5727288722992,0.9531818270683289 | |
| 181,473,1.116276502609253,172.68900537490845,0.9540829026238036 | |
| 182,498,0.6986901760101318,173.38769555091858,0.952679645884168 | |
| 183,783,0.12073016166687012,173.50842571258545,0.9481334738392647 | |
| 184,865,0.38112401962280273,173.88954973220825,0.9450519007185231 | |
| 185,590,1.3531389236450195,175.24268865585327,0.9472577765181258 | |
| 186,408,1.2837743759155273,176.5264630317688,0.9490670055471441 | |
| 187,172,0.7052328586578369,177.23169589042664,0.9477630796279499 | |
| 188,211,0.33720874786376953,177.5689046382904,0.9445154502036723 | |
| 189,128,1.3331334590911865,178.9020380973816,0.9465716301448761 | |
| 190,784,0.7265437841415405,179.62858188152313,0.9454135888501217 | |
| 191,936,0.9714174270629883,180.59999930858612,0.9455497345999273 | |
| 192,56,0.4942106008529663,181.0942099094391,0.9431990099449953 | |
| 193,138,1.322143316268921,182.416353225708,0.9451624519466736 | |
| 194,177,0.7427775859832764,183.15913081169128,0.9441192309880994 | |
| 195,20,0.8312489986419678,183.99037981033325,0.9435404092837603 | |
| 196,119,0.9411747455596924,184.93155455589294,0.9435283395708823 | |
| 197,738,0.6618636846542358,185.59341824054718,0.9420985697489704 | |
| 198,792,0.738937258720398,186.33235549926758,0.9410725025215534 | |
| 199,211,0.33720874786376953,186.66956424713135,0.9380380112921173 | |
| 200,214,0.41377878189086914,187.08334302902222,0.935416715145111 | |
| 201,191,0.7479586601257324,187.83130168914795,0.9344840880057111 | |
| 202,523,0.8648104667663574,188.6961121559143,0.9341391690886847 | |
| 203,616,1.457536220550537,190.15364837646484,0.9367174796870189 | |
| 204,650,0.907470703125,191.06111907958984,0.9365741131352443 | |
| 205,56,0.4942106008529663,191.5553296804428,0.9344162423436234 | |
| 206,81,0.6366974115371704,192.19202709197998,0.9329710053008737 | |
| 207,775,0.6941443681716919,192.88617146015167,0.9318172534306844 | |
| 208,432,0.48275673389434814,193.36892819404602,0.9296583086252213 | |
| 209,750,0.36863744258880615,193.73756563663483,0.9269739982614107 | |
| 210,718,0.7630226612091064,194.50058829784393,0.9261932776087807 | |
| 211,240,0.8525130748748779,195.3531013727188,0.9258440823351602 | |
| 212,800,1.0363481044769287,196.38944947719574,0.9263653277226214 | |
| 213,762,1.1954281330108643,197.5848776102066,0.9276285333812516 | |
| 214,294,0.8431994915008545,198.42807710170746,0.9272340051481657 | |
| 215,66,0.7108767032623291,199.1389538049698,0.9262276921161385 | |
| 216,500,1.0086956024169922,200.14764940738678,0.926609487997161 | |
| 217,971,0.458072304725647,200.60572171211243,0.9244503304705641 | |
| 218,680,0.8491218090057373,201.45484352111816,0.92410478679412 | |
| 219,122,1.0566096305847168,202.51145315170288,0.9247098317429355 | |
| 220,987,0.4408581256866455,202.95231127738953,0.922510505806316 | |
| 221,692,0.4279903173446655,203.3803015947342,0.9202728578947249 | |
| 222,644,0.6065077781677246,203.98680937290192,0.9188595016797384 | |
| 223,255,0.33385396003723145,204.32066333293915,0.9162361584436733 | |
| 224,52,0.5731533765792847,204.89381670951843,0.9147045388817787 | |
| 225,798,1.2666263580322266,206.16044306755066,0.9162686358557807 | |
| 226,294,0.8431994915008545,207.0036425590515,0.9159453210577501 | |
| 227,218,2.4962656497955322,209.49990820884705,0.9229070846204716 | |
| 228,628,0.3378622531890869,209.83777046203613,0.9203410985177023 | |
| 229,98,0.779871940612793,210.61764240264893,0.9197276960814363 | |
| 230,433,0.7970044612884521,211.41464686393738,0.9191941167997277 | |
| 231,102,1.0744500160217285,212.4890968799591,0.9198662202595632 | |
| 232,366,1.0346591472625732,213.52375602722168,0.9203610173587141 | |
| 233,327,0.645643949508667,214.16939997673035,0.9191819741490573 | |
| 234,514,0.6330934762954712,214.80249345302582,0.9179593737308795 | |
| 235,40,0.6085336208343506,215.41102707386017,0.916642668399405 | |
| 236,668,0.9250988960266113,216.33612596988678,0.9166784998724016 | |
| 237,341,1.1750473976135254,217.5111733675003,0.9177686639978916 | |
| 238,568,0.7316093444824219,218.24278271198273,0.9169864819831207 | |
| 239,957,2.1815176010131836,220.4243003129959,0.9222774071673469 | |
| 240,171,0.8341493606567383,221.25844967365265,0.9219102069735527 | |
| 241,153,0.8076111078262329,222.06606078147888,0.9214359368526095 | |
| 242,819,1.5278205871582031,223.59388136863708,0.9239416585480871 | |
| 243,876,0.507959246635437,224.10184061527252,0.9222297967706689 | |
| 244,824,0.4981567859649658,224.5999974012375,0.9204917926280225 | |
| 245,760,0.40678346157073975,225.00678086280823,0.9183950239298295 | |
| 246,547,0.9107952117919922,225.91757607460022,0.9183641303845538 | |
| 247,772,1.1126751899719238,227.03025126457214,0.9191508148363244 | |
| 248,434,0.39311838150024414,227.4233696460724,0.917029716314808 | |
| 249,141,0.7066712379455566,228.13004088401794,0.9161849031486664 | |
| 250,91,1.0064761638641357,229.13651704788208,0.9165460681915283 | |
| 251,162,0.43350887298583984,229.57002592086792,0.9146216172146132 | |
| 252,984,0.759060263633728,230.32908618450165,0.914004310255959 | |
| 253,5,0.6690855026245117,230.99817168712616,0.9130362517277714 | |
| 254,138,1.322143316268921,232.32031500339508,0.9146469094621854 | |
| 255,498,0.6986901760101318,233.0190051794052,0.913800020311393 | |
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| 258,216,0.7986161708831787,235.1436208486557,0.9114093831343244 | |
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| 263,336,2.190181255340576,242.33450388908386,0.9214239691600147 | |
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| 269,826,1.412602186203003,247.23008966445923,0.9190709652953875 | |
| 270,822,0.7058658599853516,247.93595552444458,0.9182813167572021 | |
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| 275,255,0.33385396003723145,251.30050206184387,0.913820007497614 | |
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| 298,700,1.1494355201721191,274.6925239562988,0.9217869931419423 | |
| 299,22,0.8635857105255127,275.55610966682434,0.9215923400228239 | |
| 300,646,0.7290694713592529,276.2851791381836,0.9209505971272787 | |