| step,action,portfolio_value,log_return |
| 31,0.14694111049175262,99995.59250102365,-4.407596110444877e-05 |
| 32,0.14606811106204987,99990.96076293389,-4.632049521339991e-05 |
| 33,0.1389949470758438,99966.28703922042,-0.00024678999246988023 |
| 34,0.13847164809703827,99954.85760990606,-0.00011433937463572067 |
| 35,0.13528281450271606,99966.40248363903,0.00011549420746351927 |
| 36,0.13251829147338867,99996.75312694884,0.00030356235826735595 |
| 37,0.1307394653558731,99970.17728335054,-0.000265802387437205 |
| 38,0.1315440833568573,99950.65195869679,-0.00019533056951450328 |
| 39,0.13688142597675323,99971.85585434281,0.00021212114590274958 |
| 40,0.13868914544582367,99953.65306463209,-0.00018209572015541678 |
| 41,0.14951391518115997,99943.07859848626,-0.00010579929015061074 |
| 42,0.15309156477451324,99924.92923958806,-0.00018161344724853761 |
| 43,0.14635731279850006,99847.27060589379,-0.0007774719171851687 |
| 44,0.14003191888332367,99764.10102413934,-0.0008333151151573957 |
| 45,0.14543087780475616,99747.48918024785,-0.00016652510176336764 |
| 46,0.1621008962392807,99744.9302389005,-2.5654522171297733e-05 |
| 47,0.18053746223449707,99777.51536489521,0.00032663118362254975 |
| 48,0.1739002913236618,99820.01925674004,0.00042589596677005943 |
| 49,0.17251010239124298,99829.63809609378,9.635718375606402e-05 |
| 50,0.17065535485744476,99787.90193274617,-0.00041816128934105086 |
| 51,0.1706983894109726,99825.09682007317,0.00037266999633155166 |
| 52,0.17133678495883942,99817.58475102662,-7.525514075435477e-05 |
| 53,0.17327432334423065,99839.34766896584,0.00021800312927404934 |
| 54,0.17655690014362335,99886.28823582378,0.000470050502115832 |
| 55,0.1786714643239975,99938.11506771868,0.0005187237614543396 |
| 56,0.18194818496704102,99792.03308082292,-0.00146279381755181 |
| 57,0.1843276470899582,99811.30065053249,0.00019305859685029338 |
| 58,0.19257743656635284,99780.48610365397,-0.0003087757029031467 |
| 59,0.20341454446315765,99754.48693185733,-0.00026059764410463784 |
| 60,0.2221112847328186,99840.12470946305,0.0008581171821778123 |
| 61,0.20916324853897095,99793.25257321695,-0.00046958216853737873 |
| 62,0.20334453880786896,99757.91258761988,-0.0003541947343584438 |
| 63,0.20460526645183563,99729.44479280901,-0.00028540951545945613 |
| 64,0.21165411174297333,99748.83922362217,0.00019445155114395933 |
| 65,0.21377478539943695,99728.09961411072,-0.0002079399223591755 |
| 66,0.22228789329528809,99747.06505496155,0.0001901534051965208 |
| 67,0.22129268944263458,99717.51967947802,-0.00029624683238833676 |
| 68,0.2350849062204361,99749.11434782205,0.0003167915151456476 |
| 69,0.22815077006816864,99696.87339610363,-0.0005238606552587145 |
| 70,0.22883926331996918,99893.63178785147,0.0019716213985587674 |
| 71,0.22564351558685303,99932.92866458249,0.00039330984977795183 |
| 72,0.23541758954524994,99833.97172171398,-0.0009907241967741928 |
| 73,0.2400902509689331,99743.56225242368,-0.0009060085439017223 |
| 74,0.24004685878753662,99704.47436322291,-0.00039196063661977177 |
| 75,0.2340431809425354,99677.0769496832,-0.0002748239597167807 |
| 76,0.22345136106014252,99620.0316180291,-0.0005724652366807877 |
| 77,0.22061370313167572,99642.65700832319,0.00022709108811389038 |
| 78,0.22056414186954498,99670.72385029771,0.00028163530253847677 |
| 79,0.22793889045715332,99726.39007165736,0.0005583453211523309 |
| 80,0.2707345187664032,99748.51810359852,0.00022186281205325312 |
| 81,0.28331074118614197,99729.36767684246,-0.0001920055121996412 |
| 82,0.30183282494544983,99869.16920127833,0.001400827375618297 |
| 83,0.37874534726142883,99756.74620675307,-0.0011263367903088031 |
| 84,0.325483500957489,99710.51012467826,-0.00046359571745537573 |
| 85,0.34947988390922546,99853.01232349922,0.0014281389834392105 |
| 86,0.34228184819221497,100269.40807874448,0.004161416350195133 |
| 87,0.29164084792137146,100206.72770901122,-0.0006253150434130295 |
| 88,0.3473338484764099,100227.28932068497,0.00020517087917102785 |
| 89,0.3449799120426178,100240.22949528694,0.00012909996288042427 |
| 90,0.3724742829799652,100308.72235861239,0.0006830538415115441 |
| 91,0.3781011998653412,100257.04162172205,-0.0005153495492900951 |
| 92,0.33159592747688293,100390.28616804985,0.0013281469270607278 |
| 93,0.2872906029224396,100430.85139862634,0.00040399363950160646 |
| 94,0.4045921862125397,100497.86112186356,0.0006670000009452071 |
| 95,0.7220625281333923,100493.42779424506,-4.411462451068128e-05 |
| 96,0.8730903267860413,100491.17210785193,-2.2446360520357117e-05 |
| 97,0.8689318299293518,100599.15500043776,0.001073974114188125 |
| 98,0.8704859614372253,100718.81686458606,0.001188784857417318 |
| 99,0.8674582242965698,100586.7167870548,-0.0013124338322714104 |
| 100,0.8590145707130432,100218.6702859868,-0.003665707564585804 |
| 101,0.8316588401794434,100504.73906788537,0.0028503797987770424 |
| 102,0.8144313097000122,100505.46844969082,7.257161847135705e-06 |
| 103,0.7752658724784851,100530.8990025766,0.0002529945535993814 |
| 104,0.6960265040397644,100611.91520942067,0.0008055590903565063 |
| 105,0.44607144594192505,100679.56672197657,0.0006721746439837358 |
| 106,0.5197483897209167,100760.5222202297,0.0008037675423559505 |
| 107,0.35241273045539856,100776.08444815765,0.00015443574460386852 |
| 108,0.30163711309432983,100831.05946942055,0.0005453678035034969 |
| 109,0.30405351519584656,100787.7943555438,-0.0004291772691001511 |
| 110,0.32804086804389954,100863.13230913546,0.0007472116130781057 |
| 111,0.2758054733276367,100736.11949184816,-0.001260052633715978 |
| 112,0.46811434626579285,101134.92227382466,0.003951069923599352 |
| 113,0.5319046378135681,101402.73047659706,0.002644529105692052 |
| 114,0.2784145772457123,101459.19254274272,0.0005566551550164033 |
| 115,0.29505035281181335,101412.51325613461,-0.0004601852904925676 |
| 116,0.3190422058105469,101529.68048653696,0.0011546858862495988 |
| 117,0.16423451900482178,101457.10251606021,-0.0007151004858248877 |
| 118,0.10363858193159103,101384.81412742901,-0.0007127559519129743 |
| 119,0.08918606489896774,101362.72431156835,-0.0002179046524474825 |
| 120,0.08948097378015518,101368.38672141671,5.586128167469441e-05 |
| 121,0.10417214781045914,101376.05340280512,7.562901736162652e-05 |
| 122,0.32780197262763977,101411.51988458537,0.00034978950204806353 |
| 123,0.3574067950248718,101437.13431558645,0.00025254721296717405 |
| 124,0.5682324171066284,101312.77115834423,-0.0012267642990926744 |
| 125,0.6532535552978516,101646.06195511496,0.0032843221578601166 |
| 126,0.7084430456161499,101859.49149946519,0.002097531187500442 |
| 127,0.5696519613265991,101941.697468894,0.0008067271275724892 |
| 128,0.6461097598075867,102190.4994966772,0.0024376571132106897 |
| 129,0.5628586411476135,102275.7169223507,0.0008335600090735457 |
| 130,0.4623083174228668,102318.07318397572,0.00041405227604542473 |
| 131,0.3813217282295227,102494.88574843096,0.0017265763777841163 |
| 132,0.4353939890861511,102311.82469499695,-0.0017876475022629839 |
| 133,0.5014810562133789,102426.4175606075,0.001119408629410867 |
| 134,0.4140399396419525,102597.1669264628,0.0016656562293442824 |
| 135,0.456317275762558,102611.05701913507,0.00013537559485100854 |
| 136,0.4159032702445984,102374.02475285904,-0.00231267924353291 |
| 137,0.341933935880661,102198.16254139083,-0.0017193173433468275 |
| 138,0.5578838586807251,102195.62452994334,-2.4834526381661037e-05 |
| 139,0.6541651487350464,102174.86611008758,-0.0002031449830466499 |
| 140,0.5903770923614502,102236.83413766681,0.0006063060911038194 |
| 141,0.6356041431427002,101888.1869253874,-0.0034160197461393918 |
| 142,0.7015509605407715,101823.73333959361,-0.0006327915211018721 |
| 143,0.6924090385437012,101854.49908690804,0.0003021014782078085 |
| 144,0.672370195388794,101872.39499476214,0.00017568527689785132 |
| 145,0.6432573199272156,101907.2085846811,0.00034167884955247984 |
| 146,0.629919707775116,102103.34871938224,0.001922843579517986 |
| 147,0.5351144075393677,101887.54968077512,-0.0021157720349530107 |
| 148,0.2889866828918457,101960.01972504571,0.0007110219418749931 |
| 149,0.11441443115472794,101674.87645194895,-0.0028005363011542168 |
| 150,0.09630651772022247,101651.96811799255,-0.00022533506682583622 |
| 151,0.08943139761686325,101676.3499018968,0.0002398267418679856 |
| 152,0.10075598955154419,101706.27620846788,0.0002942857741428809 |
| 153,0.09150063991546631,101734.29780906979,0.000275477012522604 |
| 154,0.09402570128440857,101747.50370307761,0.0001297992638872268 |
| 155,0.09620365500450134,101780.36234404342,0.0003228908344439549 |
| 156,0.09961625188589096,101784.24248874077,3.812199768231173e-05 |
| 157,0.10431473702192307,101811.563624564,0.0002683860390622989 |
| 158,0.1065228208899498,101824.07604313821,0.00012289026232710582 |
| 159,0.11368238180875778,101822.31992177681,-1.724677084635559e-05 |
| 160,0.12073109298944473,101828.46549996118,6.035408282378725e-05 |
| 161,0.1351187825202942,101826.8306383687,-1.6055183680620303e-05 |
| 162,0.18669529259204865,101802.50378844052,-0.00023893266766698132 |
| 163,0.24489419162273407,101839.88386267856,0.00036711487316572585 |
| 164,0.24520857632160187,101847.352921427,7.333850533502627e-05 |
| 165,0.5105100870132446,101857.95266107775,0.00010406935282320286 |
| 166,0.6004244685173035,101784.90587358395,-0.0007174009553126676 |
| 167,0.6624749302864075,101961.41825991195,0.0017326686136523316 |
| 168,0.6530320644378662,101915.01762661136,-0.0004551838852880627 |
| 169,0.6418962478637695,101552.71751080276,-0.0035612574983687963 |
| 170,0.5991417765617371,101439.60673943555,-0.00111443408998457 |
| 171,0.435313880443573,101522.15661514549,0.0008134525330931352 |
| 172,0.2841716408729553,101458.73300978639,-0.0006249219573463606 |
| 173,0.22684502601623535,101460.49830180591,1.7398962209304372e-05 |
| 174,0.14634472131729126,101443.02788314958,-0.00017220419012904667 |
| 175,0.11611426621675491,101477.09042562208,0.0003357236638270715 |
| 176,0.1007799506187439,101478.09781201232,9.927180457856977e-06 |
| 177,0.09097543358802795,101475.52163540131,-2.538685064270627e-05 |
| 178,0.08893203735351562,101424.2483067398,-0.000505405499163986 |
| 179,0.08883142471313477,101428.16440644505,3.861033400941502e-05 |
| 180,0.08469288796186447,101460.5064271602,0.0003188154454876008 |
| 181,0.08286577463150024,101524.10480649887,0.0006266325415728381 |
| 182,0.08243957906961441,101519.18312558609,-4.847912940018529e-05 |
| 183,0.0824330523610115,101506.48091171932,-0.00012512914507208697 |
| 184,0.08262082189321518,101513.12738146014,6.54761360055835e-05 |
| 185,0.08410917222499847,101505.69755044354,-7.31935181224654e-05 |
| 186,0.09120898693799973,101514.16539986165,8.341892560632576e-05 |
| 187,0.09581781178712845,101516.22424013258,2.0281104455674526e-05 |
| 188,0.09503991156816483,101560.66642182799,0.0004376882299016701 |
| 189,0.09479444473981857,101504.38422073268,-0.0005543268263978244 |
| 190,0.09903445094823837,101509.1132683448,4.658850441429113e-05 |
| 191,0.11006437242031097,101498.9269333187,-0.00010035400593529965 |
| 192,0.11818265914916992,101509.8802680868,0.00010790994665420445 |
| 193,0.10852407664060593,101455.78302960053,-0.0005330678981789722 |
| 194,0.10458898544311523,101496.25080537303,0.0003987915325914991 |
| 195,0.09964592009782791,101531.60329309478,0.0003482525906116115 |
| 196,0.10328149050474167,101527.08106462014,-4.4541098950735876e-05 |
| 197,0.10122755914926529,101513.43026114062,-0.00013446384085589525 |
| 198,0.11074086278676987,101547.04888676916,0.000331119340166761 |
| 199,0.12035712599754333,101571.56673825164,0.00024141412666795457 |
| 200,0.10807295888662338,101549.82645818609,-0.00021406194401742517 |
| 201,0.11442377418279648,101553.14186413524,3.264753810174965e-05 |
| 202,0.12252279371023178,101581.45361635531,0.0002787487019178496 |
| 203,0.13007725775241852,101596.91020628824,0.00015214799126184647 |
| 204,0.1607734113931656,101589.03887633832,-7.747907756816085e-05 |
| 205,0.24577723443508148,101515.739920795,-0.0007217846784371162 |
| 206,0.21440617740154266,101511.31252255014,-4.361387503071159e-05 |
| 207,0.24854613840579987,101526.14821623385,0.0001461375024601876 |
| 208,0.3087202310562134,101567.75045573924,0.00040968478480444615 |
| 209,0.2346034198999405,101574.24368415304,6.392797749682507e-05 |
| 210,0.21256914734840393,101501.28387166424,-0.0007185485765528302 |
| 211,0.2024558037519455,101422.62404787894,-0.0007752642705587086 |
| 212,0.14731119573116302,101367.53945195451,-0.0005432669546645471 |
| 213,0.1344379037618637,101355.3554221454,-0.00012020378687230901 |
| 214,0.11130119860172272,101372.78108130206,0.00017191160042330283 |
| 215,0.11854525655508041,101365.1818400215,-7.496614028890463e-05 |
| 216,0.1123037040233612,101416.43405377163,0.0005054917292631785 |
| 217,0.09384950250387192,101413.54490272595,-2.8488402570034256e-05 |
| 218,0.0944105014204979,101390.60752822274,-0.0002262022185154386 |
| 219,0.09096858650445938,101390.57239633701,-3.465004666207359e-07 |
| 220,0.0889042392373085,101397.86625348368,7.193563101887217e-05 |
| 221,0.08944904059171677,101422.67239836468,0.00024461176534255717 |
| 222,0.09116368740797043,101396.99999230595,-0.0002531549912711151 |
| 223,0.09247253090143204,101421.80632914261,0.0002446157475163772 |
| 224,0.09540563821792603,101423.85687526781,2.0217796051265653e-05 |
| 225,0.09850603342056274,101429.87232327518,5.9308231915641986e-05 |
| 226,0.10121045261621475,101425.59755305067,-4.214596952944313e-05 |
| 227,0.0980551540851593,101437.68225858925,0.0001191413799785618 |
| 228,0.09777470678091049,101463.6126699704,0.00025559631376863344 |
| 229,0.09765002876520157,101482.24774450384,0.0001836457718008327 |
| 230,0.09622973203659058,101481.13847802785,-1.0930705263207168e-05 |
| 231,0.09647806733846664,101501.07390241687,0.00019642533420378952 |
| 232,0.09569833427667618,101519.69392129457,0.00018342969666102594 |
| 233,0.09738141298294067,101544.47889124346,0.0002441097287392195 |
| 234,0.11350679397583008,101546.9233012338,2.407201844144436e-05 |
| 235,0.1361062079668045,101546.5199609387,-3.971967677659293e-06 |
| 236,0.16889588534832,101543.24407451192,-3.226047795788388e-05 |
| 237,0.23988060653209686,101596.36674091911,0.0005230163374233761 |
| 238,0.32599449157714844,101613.89741169411,0.00017253725731405074 |
| 239,0.3637506067752838,101578.4908662061,-0.00034850267913520146 |
| 240,0.4013388156890869,101621.4792825877,0.00042311440292469566 |
| 241,0.37336188554763794,101626.78115712218,5.217141365158524e-05 |
| 242,0.3510713577270508,101715.4591085865,0.0008722039943020786 |
| 243,0.3287518322467804,101784.52113703986,0.0006787423863173742 |
| 244,0.2521270215511322,101640.62140957163,-0.0014147685941857835 |
| 245,0.29117733240127563,101675.48061752279,0.00034290651792141493 |
| 246,0.31193313002586365,101786.32883820153,0.0010896219977750328 |
| 247,0.3609185516834259,101804.28340695587,0.00017637914245548849 |
| 248,0.2767312526702881,101887.6749289886,0.0008188003824210089 |
| 249,0.304099977016449,101904.74381377827,0.00016751246129644652 |
| 250,0.3336016833782196,101821.69901151929,-0.0008152580068441686 |
| 251,0.3496280908584595,101730.94803723195,-0.0008916708440488804 |
| 252,0.3020899295806885,101680.25959552989,-0.0004983839714847805 |
| 253,0.1911032795906067,101518.03439216649,-0.001596718502375377 |
| 254,0.14301104843616486,101509.74144679154,-8.169271762247394e-05 |
| 255,0.09043136239051819,101528.75533361176,0.00018729341653239335 |
| 256,0.08851936459541321,101507.84984187962,-0.00020592830331202046 |
| 257,0.06580574065446854,101511.251638326,3.3512082566339664e-05 |
| 258,0.05747883766889572,101478.99751273266,-0.0003177899037089706 |
| 259,0.05041714385151863,101466.86657016813,-0.00011954855680162762 |
| 260,0.043460167944431305,101461.9115290958,-4.883527236233265e-05 |
| 261,0.04229621961712837,101479.2356515427,0.00017073050713126755 |
| 262,0.04061885550618172,101444.57662546798,-0.0003415964447330212 |
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| 497,0.1250162273645401,102730.56896997461,0.00019291186628925356 |
| 498,0.09186486154794693,102743.88691265366,0.0001296311275237645 |
| 499,0.08007583022117615,102740.9424728663,-2.8658463959282545e-05 |
| 500,0.0764225497841835,102743.06949366785,2.070254303733193e-05 |
|
|
