iteration,candidate_index,regret,cumulative_regret,average_regret
1,350,0.48410534858703613,0.48410534858703613,0.48410534858703613
2,105,0.8113182783126831,1.2954236268997192,0.6477118134498596
3,349,0.6308798789978027,1.926303505897522,0.6421011686325073
4,616,1.457536220550537,3.383839726448059,0.8459599316120148
5,25,0.7271370887756348,4.110976815223694,0.8221953630447387
6,269,0.6243761777877808,4.735352993011475,0.7892254988352457
7,664,1.1162230968475342,5.851576089859009,0.8359394414084298
8,429,0.7996219396591187,6.651198029518127,0.8313997536897659
9,534,1.9888105392456055,8.640008568763733,0.9600009520848592
10,372,0.716448187828064,9.356456756591797,0.9356456756591797
11,825,0.8989875316619873,10.255444288253784,0.9323131171139803
12,925,0.5050511360168457,10.76049542427063,0.8967079520225525
13,218,2.4962656497955322,13.256761074066162,1.0197508518512433
14,982,0.6514732837677002,13.908234357833862,0.9934453112738473
15,173,1.3760483264923096,15.284282684326172,1.0189521789550782
16,196,1.2293927669525146,16.513675451278687,1.032104715704918
17,550,0.6181340217590332,17.13180947303772,1.0077534984139835
18,460,0.6541390419006348,17.785948514938354,0.9881082508299086
19,964,0.7860379219055176,18.571986436843872,0.9774729703602038
20,644,0.6065077781677246,19.178494215011597,0.9589247107505798
21,139,0.5038604736328125,19.68235468864441,0.9372549851735433
22,123,0.6902561187744141,20.372610807418823,0.9260277639735829
23,950,0.47488391399383545,20.84749472141266,0.9064128139744634
24,140,0.5427145957946777,21.390209317207336,0.8912587215503057
25,954,0.8989884853363037,22.28919780254364,0.8915679121017456
26,924,1.4306118488311768,23.719809651374817,0.9123003712067237
27,738,0.6618636846542358,24.381673336029053,0.9030249383714464
28,614,1.422255277633667,25.80392861366272,0.9215688790593829
29,689,0.5632909536361694,26.36721956729889,0.9092144678378927
30,89,0.8899550437927246,27.257174611091614,0.9085724870363872
31,685,0.8205928802490234,28.077767491340637,0.9057344352045367
32,324,0.6516507863998413,28.72941827774048,0.89779432117939
33,351,0.5901069641113281,29.319525241851807,0.8884704618742971
34,656,0.9105830192565918,30.2301082611084,0.8891208312090706
35,16,1.3816916942596436,31.611799955368042,0.9031942844390869
36,976,0.6239060163497925,32.235705971717834,0.8954362769921621
37,542,0.924525260925293,33.16023123264313,0.8962224657471115
38,973,0.5505862236022949,33.71081745624542,0.8871267751643532
39,324,0.6516507863998413,34.362468242645264,0.8810889292985965
40,228,0.9185194969177246,35.28098773956299,0.8820246934890748
41,205,0.6910370588302612,35.97202479839325,0.8773664584973964
42,353,0.6213182210922241,36.593343019485474,0.8712700718925113
43,202,1.05324125289917,37.646584272384644,0.8755019598228987
44,375,0.6545119285583496,38.30109620094299,0.8704794591123407
45,771,0.7010455131530762,39.00214171409607,0.8667142603132459
46,123,0.6902561187744141,39.69239783287048,0.862878213758054
47,60,2.1540687084198,41.84646654129028,0.8903503519423465
48,110,0.759814977645874,42.60628151893616,0.8876308649778366
49,343,0.8019737005233765,43.408255219459534,0.8858827595808068
50,223,0.6997466087341309,44.108001828193665,0.8821600365638733
51,597,1.8515973091125488,45.95959913730621,0.901168610535416
52,283,0.6456269025802612,46.605226039886475,0.8962543469208938
53,539,0.59676194190979,47.201987981796265,0.8906035468263446
54,877,0.7003452777862549,47.90233325958252,0.8870802455478244
55,528,1.2150118350982666,49.117345094680786,0.8930426380851052
56,458,0.9853849411010742,50.10273003578186,0.8946916077818189
57,765,1.3607397079467773,51.46346974372864,0.9028678902408533
58,326,0.5043596029281616,51.9678293466568,0.8959970577009793
59,255,0.33385396003723145,52.30168330669403,0.8864692085880345
60,769,0.7609186172485352,53.062601923942566,0.8843766987323761
61,531,0.8849678039550781,53.947569727897644,0.8843863889819286
62,925,0.5050511360168457,54.45262086391449,0.8782680784502337
63,269,0.6243761777877808,55.07699704170227,0.8742380482809884
64,848,0.8590335845947266,55.936030626297,0.8740004785358906
65,833,0.42554378509521484,56.36157441139221,0.8671011447906494
66,246,1.9861433506011963,58.34771776199341,0.8840563297271729
67,477,0.7688872814178467,59.116605043411255,0.8823373887076307
68,909,0.6017534732818604,59.718358516693115,0.8782111546572517
69,359,0.5104622840881348,60.22882080078125,0.8728814608808877
70,637,0.5988227128982544,60.827643513679504,0.8689663359097072
71,945,0.4352428913116455,61.26288640499115,0.8628575549998754
72,412,0.6852192878723145,61.948105692863464,0.8603903568453259
73,617,0.45848751068115234,62.40659320354462,0.8548848384047207
74,577,1.3683104515075684,63.774903655052185,0.8618230223655701
75,827,1.0077497959136963,64.78265345096588,0.8637687126795451
76,830,1.076061725616455,65.85871517658234,0.866562041797136
77,203,0.7796107530593872,66.63832592964172,0.8654328042810614
78,575,0.2622636556625366,66.90058958530426,0.8576998664782598
79,394,0.5581175088882446,67.4587070941925,0.8539076847366139
80,107,1.473113775253296,68.9318208694458,0.8616477608680725
81,629,0.44348955154418945,69.37531042098999,0.8564853138393826
82,100,2.323164224624634,71.69847464561462,0.8743716420196905
83,433,0.7970044612884521,72.49547910690308,0.8734395073120853
84,713,1.213744878768921,73.709223985672,0.8774907617341905
85,808,1.0100488662719727,74.71927285194397,0.8790502688463997
86,766,0.6806106567382812,75.39988350868225,0.8767428314963053
87,619,0.6961876153945923,76.09607112407684,0.8746674841847913
88,751,0.7211774587631226,76.81724858283997,0.8729232793504541
89,747,0.7234721183776855,77.54072070121765,0.8712440528226703
90,927,0.31761622428894043,77.85833692550659,0.8650926325056288
91,227,0.8531792163848877,78.71151614189148,0.8649617158449613
92,397,0.8283185958862305,79.53983473777771,0.8645634210628012
93,892,0.3342854976654053,79.87412023544312,0.8588615079079905
94,900,1.4635567665100098,81.33767700195312,0.8652944361909907
95,141,0.7066712379455566,82.04434823989868,0.863624718314723
96,434,0.39311838150024414,82.43746662139893,0.8587236106395721
97,364,0.6032571792602539,83.04072380065918,0.8560899360892699
98,749,0.4488091468811035,83.48953294754028,0.8519340096687784
99,926,0.9502243995666504,84.43975734710693,0.852926841889969
100,752,0.7791197299957275,85.21887707710266,0.8521887707710266
101,350,0.48410534858703613,85.7029824256897,0.8485443804523732
102,888,0.7940319776535034,86.4970144033432,0.8480099451308157
103,771,0.7010455131530762,87.19805991649628,0.8465831059854008
104,511,1.572711706161499,88.77077162265778,0.8535651117563248
105,689,0.5632909536361694,89.33406257629395,0.8508005959647043
106,405,0.8898138999938965,90.22387647628784,0.8511686460027155
107,166,0.7861577272415161,91.01003420352936,0.8505610673227043
108,620,0.7892147302627563,91.79924893379211,0.8499930456832603
109,191,0.7479586601257324,92.54720759391785,0.8490569504029161
110,300,0.9740347862243652,93.52124238014221,0.8501931125467473
111,717,0.664320707321167,94.18556308746338,0.8485185863735439
112,774,0.8402993679046631,95.02586245536804,0.8484452004943576
113,622,0.5285135507583618,95.5543760061264,0.8456139469568709
114,150,0.6314802169799805,96.18585622310638,0.843735580904442
115,885,0.9026548862457275,97.08851110935211,0.8442479226900184
116,671,0.9704067707061768,98.05891788005829,0.8453354989660198
117,226,0.9071509838104248,98.96606886386871,0.8458638364433223
118,505,0.7433857917785645,99.70945465564728,0.8449953784376888
119,796,0.6855206489562988,100.39497530460358,0.8436552546605343
120,573,0.7619824409484863,101.15695774555206,0.8429746478796005
121,508,0.48480224609375,101.64175999164581,0.8400145453855026
122,144,0.8141591548919678,102.45591914653778,0.8398026159552278
123,332,0.4254722595214844,102.88139140605927,0.8364340764720265
124,69,0.8487799167633057,103.73017132282257,0.836533639700182
125,752,0.7791197299957275,104.5092910528183,0.8360743284225464
126,460,0.6541390419006348,105.16343009471893,0.8346303975771344
127,373,0.9919919967651367,106.15542209148407,0.8358694652872761
128,884,0.5416133403778076,106.69703543186188,0.8335705893114209
129,974,1.1880922317504883,107.88512766361237,0.8363188190977703
130,151,0.770523190498352,108.65565085411072,0.8358126988777748
131,753,0.9836974143981934,109.63934826850891,0.8369415898359459
132,162,0.43350887298583984,110.07285714149475,0.8338852813749602
133,896,2.0605974197387695,112.13345456123352,0.8431086809115302
134,567,1.0392255783081055,113.17268013954163,0.8445722398473255
135,349,0.6308798789978027,113.80356001853943,0.8429893334706624
136,951,1.2506539821624756,115.0542140007019,0.8459868676522199
137,644,0.6065077781677246,115.66072177886963,0.8442388451012381
138,134,0.8526716232299805,116.51339340209961,0.8442999521891276
139,282,0.5481622219085693,117.06155562400818,0.8421694649209222
140,951,1.2506539821624756,118.31220960617065,0.8450872114726475
141,335,0.4692671298980713,118.78147673606873,0.8424218208231824
142,724,1.2712702751159668,120.05274701118469,0.8454418803604555
143,364,0.6032571792602539,120.65600419044495,0.8437482810520626
144,869,0.7235633134841919,121.37956750392914,0.8429136632217301
145,538,1.0232045650482178,122.40277206897736,0.8441570487515679
146,41,0.8775715827941895,123.28034365177155,0.8443859154230928
147,366,1.0346591472625732,124.31500279903412,0.845680291149892
148,697,1.277085304260254,125.59208810329437,0.8485951898871241
149,916,0.7134146690368652,126.30550277233124,0.8476879380693372
150,379,0.518372654914856,126.8238754272461,0.8454925028483072
151,491,1.8524055480957031,128.6762809753418,0.852160801161204
152,412,0.6852192878723145,129.3615002632141,0.8510625017316717
153,764,0.6879719495773315,130.04947221279144,0.8499965504104016
154,415,0.9840095043182373,131.03348171710968,0.8508667643968161
155,439,0.9521970748901367,131.98567879199982,0.8515205083354827
156,526,0.7226816415786743,132.7083604335785,0.8506946181639646
157,545,0.9910233020782471,133.69938373565674,0.8515884314373041
158,172,0.7052328586578369,134.40461659431458,0.8506621303437631
159,523,0.8648104667663574,135.26942706108093,0.850751113591704
160,210,0.7883566617965698,136.0577837228775,0.8503611482679844
161,316,0.7590432167053223,136.81682693958282,0.8497939561464771
162,54,0.7572727203369141,137.57409965991974,0.849222837406912
163,111,0.5259690284729004,138.10006868839264,0.8472396852048628
164,112,0.45037174224853516,138.55044043064117,0.8448197587234217
165,784,0.7265437841415405,139.27698421478271,0.8441029346350467
166,120,1.7067546844482422,140.98373889923096,0.849299631923078
167,168,0.42407751083374023,141.4078164100647,0.8467533916770341
168,614,1.422255277633667,142.83007168769836,0.8501789981410617
169,201,1.6440882682800293,144.4741599559784,0.8548766861300496
170,149,0.9270224571228027,145.4011824131012,0.8553010730182423
171,337,0.7935421466827393,146.19472455978394,0.8549399097063388
172,962,0.8760800361633301,147.07080459594727,0.855062817418298
173,98,0.779871940612793,147.85067653656006,0.8546281880726015
174,261,0.9299108982086182,148.78058743476868,0.8550608473262568
175,301,0.3958404064178467,149.17642784118652,0.8524367305210658
176,825,0.8989875316619873,150.0754153728485,0.8527012237093665
177,817,1.4551615715026855,151.5305769443512,0.8561049544878598
178,780,0.5510748624801636,152.08165180683136,0.8543913022855695
179,918,0.5053074359893799,152.58695924282074,0.852441113088384
180,685,0.8205928802490234,153.40755212306976,0.8522641784614987
181,494,0.6378598213195801,154.04541194438934,0.8510796240021511
182,668,0.9250988960266113,154.97051084041595,0.8514863232989888
183,198,0.6704682111740112,155.64097905158997,0.8504971532873769
184,763,1.6043469905853271,157.2453260421753,0.8545941632726918
185,277,0.5221744775772095,157.7675005197525,0.8527973001067702
186,938,0.7003579139709473,158.46785843372345,0.8519777335146422
187,374,0.8103581666946411,159.2782166004181,0.851755168986193
188,717,0.664320707321167,159.94253730773926,0.8507581771688258
189,639,0.809323787689209,160.75186109542847,0.8505389475948596
190,142,1.236668348312378,161.98852944374084,0.852571207598636
191,549,1.0284316539764404,163.01696109771729,0.8534919429199858
192,872,0.5876541137695312,163.60461521148682,0.8521073708931605
193,907,0.7126128673553467,164.31722807884216,0.851384601444778
194,229,1.0177390575408936,165.33496713638306,0.8522420986411497
195,202,1.05324125289917,166.38820838928223,0.8532728635347806
196,469,1.2636299133300781,167.6518383026123,0.8553665219521036
197,100,2.323164224624634,169.97500252723694,0.8628172717118626
198,528,1.2150118350982666,171.1900143623352,0.8645960321330061
199,347,0.9326050281524658,172.12261939048767,0.8649377858818476
200,789,1.0272507667541504,173.14987015724182,0.8657493507862091
201,270,1.13704252243042,174.28691267967224,0.8670990680580708
202,786,0.7464752197265625,175.0333878993988,0.8665019202940535
203,363,0.8792862892150879,175.9126741886139,0.8665648974808566
204,234,1.196018934249878,177.10869312286377,0.8681798682493322
205,44,1.2519614696502686,178.36065459251404,0.8700519736220197
206,362,0.7254892587661743,179.0861438512802,0.8693502128702922
207,915,0.9521775245666504,180.03832137584686,0.8697503448108544
208,48,0.5496792793273926,180.58800065517426,0.8682115416114147
209,708,0.819077730178833,181.4070783853531,0.8679764516045603
210,932,0.9496805667877197,182.3567589521408,0.8683655188197181
211,203,0.7796107530593872,183.1363697052002,0.8679448801194322
212,563,1.4895968437194824,184.62596654891968,0.8708772007024513
213,656,0.9105830192565918,185.53654956817627,0.8710636129961328
214,995,0.5673432350158691,186.10389280319214,0.8696443588934212
215,145,0.7113406658172607,186.8152334690094,0.8689080626465554
216,363,0.8792862892150879,187.6945197582245,0.8689561099917801
217,380,0.5735173225402832,188.26803708076477,0.8675946409251832
218,876,0.507959246635437,188.7759963274002,0.8659449372816523
219,524,1.0623488426208496,189.83834517002106,0.8668417587672195
220,668,0.9250988960266113,190.76344406604767,0.8671065639365804
221,355,0.9603826999664307,191.7238267660141,0.8675286279005163
222,894,0.4605121612548828,192.18433892726898,0.8656952203931035
223,651,1.0613465309143066,193.2456854581833,0.8665725805299699
224,38,0.6925982236862183,193.9382836818695,0.8657959092940603
225,222,0.404339075088501,194.342622756958,0.8637449900309245
226,280,0.9943277835845947,195.3369505405426,0.8643227900024009
227,86,0.49994468688964844,195.83689522743225,0.862717600120847
228,696,1.3010783195495605,197.1379735469818,0.8646402348551834
229,641,0.751551628112793,197.8895251750946,0.8641463981445179
230,901,0.6895714998245239,198.57909667491913,0.8633873768474745
231,50,0.6000139713287354,199.17911064624786,0.8622472322348392
232,372,0.716448187828064,199.89555883407593,0.8616187880779135
233,928,0.6631131172180176,200.55867195129395,0.8607668324089869
234,664,1.1162230968475342,201.67489504814148,0.8618585258467585
235,930,1.8753478527069092,203.5502429008484,0.8661712463865889
236,126,0.875077486038208,204.4253203868866,0.8662089846901975
237,418,0.8809962272644043,205.306316614151,0.8662713781187806
238,230,0.9609177112579346,206.26723432540894,0.8666690517874325
239,8,0.6343677043914795,206.90160202980042,0.8656970796225959
240,398,0.8996729850769043,207.80127501487732,0.8658386458953221
241,846,0.6452432870864868,208.4465183019638,0.8649233124562814
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