Search is not available for this dataset
observation.state
sequence
action
sequence
timestamp
float32
0
32.6
episode_index
int64
0
999
frame_index
int64
0
163
next.reward
float32
0
1
next.done
bool
2 classes
index
int64
0
97.9k
task_index
int64
0
4
[ 0.36736205220222473, 0.05681828036904335, -0.014337844215333462, 0.6336503028869629, 0.7733124494552612, 0.015629995614290237, 0.015195854008197784, 0 ]
[ -0.0022857142612338066, 0.00685714278370142, 0.0035428572446107864, -0.0003809523768723011, 0, 0.0005714285653084517, 1 ]
0
0
0
0
false
0
0
[ 0.3713127076625824, 0.056328751146793365, -0.01605011709034443, 0.6337278485298157, 0.7732474207878113, 0.01564921624958515, 0.015250011347234249, 0 ]
[ -0.00954285729676485, 0.011485714465379715, 0.005085714161396027, -0.0011428571306169033, 0, 0.015809522941708565, 1 ]
0.2
0
1
0
false
1
0
[ 0.37898293137550354, 0.05273136496543884, -0.018827462568879128, 0.6367400288581848, 0.7707725763320923, 0.015420298092067242, 0.015298867598176003, 0 ]
[ -0.01108571421355009, 0.010571428574621677, 0.007657142821699381, 0, -0.0009523809421807528, 0.015619047917425632, 1 ]
0.4
0
2
0
false
2
0
[ 0.3873519003391266, 0.047187503427267075, -0.02295820042490959, 0.640695333480835, 0.7674803137779236, 0.015567546710371971, 0.015527592040598392, 0 ]
[ -0.011714286170899868, 0.009028571657836437, 0.008971428498625755, 0, 0, 0.019238095730543137, 1 ]
0.6
0
3
0
false
3
0
[ 0.39462539553642273, 0.04107245057821274, -0.028223827481269836, 0.6452304124832153, 0.763671875, 0.015682466328144073, 0.015398028306663036, 0 ]
[ -0.014114285819232464, 0.008971428498625755, 0.012742857448756695, 0, 0, 0.015238095074892044, 1 ]
0.8
0
4
0
false
4
0
[ 0.40199556946754456, 0.03360350802540779, -0.03550916910171509, 0.6491277813911438, 0.7603643536567688, 0.01573002152144909, 0.015222939662635326, 0 ]
[ -0.012228571809828281, 0.008571428246796131, 0.013828571885824203, 0, 0, 0.01790476217865944, 1 ]
1
0
5
0
false
5
0
[ 0.40912914276123047, 0.026535246521234512, -0.043853890150785446, 0.653329610824585, 0.7567570209503174, 0.015751700848340988, 0.015202853828668594, 0 ]
[ -0.012571428902447224, 0.010742857120931149, 0.013485713861882687, -0.00019047618843615055, 0, 0.012380952015519142, 1 ]
1.2
0
6
0
false
6
0
[ 0.41707363724708557, 0.019780797883868217, -0.05207061022520065, 0.6565796136856079, 0.7539409399032593, 0.015707384794950485, 0.015150604769587517, 0 ]
[ -0.012571428902447224, 0.010457143187522888, 0.014514286071062088, -0.0013333333190530539, -0.010095237754285336, 0.010476190596818924, 1 ]
1.4
0
7
0
false
7
0
[ 0.4253726303577423, 0.012762650847434998, -0.06086530163884163, 0.6591559648513794, 0.7516112923622131, 0.01741757243871689, 0.017044372856616974, 0 ]
[ -0.013257143087685108, 0.01108571421355009, 0.014800000004470348, 0, -0.009333333000540733, 0.00800000037997961, 1 ]
1.6
0
8
0
false
8
0
[ 0.43390458822250366, 0.005498560611158609, -0.069769486784935, 0.6610677242279053, 0.7498205304145813, 0.01980009116232395, 0.01914801262319088, 0 ]
[ -0.014171428978443146, 0.012628571130335331, 0.014571428298950195, 0, -0.004761904943734407, 0.003809523768723011, 1 ]
1.8
0
9
0
false
9
0
[ 0.4433586895465851, -0.0023262840695679188, -0.07864494621753693, 0.662074089050293, 0.7488712072372437, 0.02101556397974491, 0.02020322158932686, 0 ]
[ -0.015771428123116493, 0.012628571130335331, 0.012228571809828281, 0, -0.004380952566862106, 0, 1 ]
2
0
10
0
false
10
0
[ 0.4530184864997864, -0.0109028909355402, -0.08589576184749603, 0.6621794700622559, 0.7487199902534485, 0.02204887941479683, 0.021226832643151283, 0 ]
[ -0.017428571358323097, 0.012971428222954273, 0.010857142508029938, 0.0015238095074892044, -0.001714285695925355, 0, 1 ]
2.2
0
11
0
false
11
0
[ 0.4625742435455322, -0.020392000675201416, -0.09226454049348831, 0.6621899604797363, 0.7486833333969116, 0.022752312943339348, 0.02144971303641796, 0 ]
[ -0.017828570678830147, 0.013257143087685108, 0.010857142508029938, 0.003809523768723011, -0.0007619047537446022, 0, 1 ]
2.4
0
12
0
false
12
0
[ 0.472994327545166, -0.030858471989631653, -0.09880729764699936, 0.6621888279914856, 0.7486799359321594, 0.023588936775922775, 0.0206851027905941, 0 ]
[ -0.017828570678830147, 0.01342857163399458, 0.010228571482002735, 0.0028571428265422583, 0, 0, 1 ]
2.6
0
13
0
false
13
0
[ 0.48292630910873413, -0.040712036192417145, -0.10468176007270813, 0.6621571779251099, 0.7487134337425232, 0.02410152740776539, 0.019880900159478188, 0 ]
[ -0.017885714769363403, 0.013257143087685108, 0.010514285415410995, 0.003809523768723011, 0, 0, 1 ]
2.8
0
14
0
false
14
0
[ 0.49294763803482056, -0.05065339058637619, -0.1105983555316925, 0.6621820330619812, 0.7486887574195862, 0.024834569543600082, 0.019060298800468445, 0 ]
[ -0.018114285543560982, 0.012857142835855484, 0.009999999776482582, 0.004761904943734407, 0, 0, 1 ]
3
0
15
0
false
15
0
[ 0.5029847025871277, -0.06102105230093002, -0.11659307032823563, 0.6621161103248596, 0.7487434148788452, 0.025742053985595703, 0.01797020062804222, 0 ]
[ -0.018628571182489395, 0.0121714286506176, 0.009028571657836437, 0.005333333276212215, 0, 0, 1 ]
3.2
0
16
0
false
16
0
[ 0.5124249458312988, -0.07151319086551666, -0.12196170538663864, 0.6621277332305908, 0.7487255334854126, 0.02683827094733715, 0.016631968319416046, 0 ]
[ -0.019028570502996445, 0.01119999960064888, 0.009714285843074322, 0.007619047537446022, 0, 0, 1 ]
3.4
0
17
0
false
17
0
[ 0.5215374231338501, -0.08259035646915436, -0.12778392434120178, 0.662047266960144, 0.7487821578979492, 0.02826629765331745, 0.014823047444224358, 0 ]
[ -0.01891428604722023, 0.01205714326351881, 0.014514286071062088, 0.005904762074351311, 0, 0, 1 ]
3.6
0
18
0
false
18
0
[ 0.5312079787254333, -0.09354980289936066, -0.13631945848464966, 0.6620134115219116, 0.7487930059432983, 0.029566768556833267, 0.01315534021705389, 0 ]
[ -0.018057143315672874, 0.012685714289546013, 0.0190857145935297, 0.0036190475802868605, 0, 0, 1 ]
3.8
0
19
0
false
19
0
[ 0.5411583185195923, -0.1037040501832962, -0.14767448604106903, 0.6619736552238464, 0.7488189935684204, 0.030231032520532608, 0.012127994559705257, 0 ]
[ -0.013085714541375637, 0.01091428566724062, 0.019999999552965164, 0, 0.0007619047537446022, 0.0015238095074892044, 1 ]
4
0
20
0
false
20
0
[ 0.5501978993415833, -0.11132965981960297, -0.16009056568145752, 0.6622799634933472, 0.7485525012016296, 0.030245577916502953, 0.0118171451613307, 0 ]
[ -0.008057142607867718, 0, 0.019999999552965164, 0, 0.0009523809421807528, 0.011428571306169033, 1 ]
4.2
0
21
0
false
21
0
[ 0.5531312227249146, -0.11650645732879639, -0.1728948950767517, 0.6645783185958862, 0.7465192079544067, 0.030103426426649094, 0.011769249103963375, 0 ]
[ 0.01777142845094204, 0, 0.009142857044935226, -0.007047619204968214, 0, 0.020380951464176178, 1 ]
4.4
0
22
0
false
22
0
[ 0.5523698925971985, -0.10781911015510559, -0.17971403896808624, 0.6691864132881165, 0.7424201965332031, 0.028940526768565178, 0.01281429547816515, 0 ]
[ 0.019028570502996445, -0.004742857068777084, 0.002971428679302335, -0.0009523809421807528, -0.00552380969747901, 0.013142856769263744, 1 ]
4.6
0
23
0
false
23
0
[ 0.5487908124923706, -0.09566071629524231, -0.18201100826263428, 0.6725909113883972, 0.7392858862876892, 0.029621118679642677, 0.014156042598187923, 0 ]
[ 0.01988571509718895, -0.00342857139185071, 0.002400000113993883, -0.0026666666381061077, -0.005904762074351311, 0.011238095350563526, 1 ]
4.8
0
24
0
false
24
0
[ 0.5454480051994324, -0.08352494984865189, -0.1833665817975998, 0.6752200126647949, 0.7368056774139404, 0.030688291415572166, 0.015923909842967987, 0 ]
[ 0.019771428778767586, -0.0029142857529222965, 0.002342857187613845, -0.0028571428265422583, -0.006095238029956818, 0.011809524148702621, 1 ]
5
0
25
0
false
25
0
[ 0.5425027012825012, -0.0710613951086998, -0.18487079441547394, 0.6779334545135498, 0.7342380285263062, 0.031482625752687454, 0.0175942350178957, 0 ]
[ 0.019828571006655693, -0.0003428571508266032, 0.0019428571686148643, -0.004190476145595312, -0.007238095160573721, 0.01276190485805273, 1 ]
5.2
0
26
0
false
26
0
[ 0.5411932468414307, -0.05844606086611748, -0.18594792485237122, 0.6808813810348511, 0.7314025163650513, 0.0324372872710228, 0.019966578111052513, 0 ]
[ 0.019999999552965164, -0.00005714285725844093, 0.0020571427885442972, -0.004571428522467613, -0.007047619204968214, 0.011428571306169033, 1 ]
5.4
0
27
0
false
27
0
[ 0.5404553413391113, -0.045798201113939285, -0.18693020939826965, 0.6836286783218384, 0.7287240028381348, 0.03323771804571152, 0.022547708824276924, 0 ]
[ 0.019828571006655693, 0, 0.0019428571686148643, -0.0051428573206067085, -0.006666666828095913, 0.013142856769263744, 1 ]
5.6
0
28
0
false
28
0
[ 0.5396934151649475, -0.0330364853143692, -0.18807867169380188, 0.6865643262863159, 0.7258564829826355, 0.03373102471232414, 0.024979444220662117, 0 ]
[ 0.019771428778767586, 0, 0.0022857142612338066, -0.004571428522467613, -0.004380952566862106, 0.013333333656191826, 1 ]
5.8
0
29
0
false
29
0
[ 0.5391687154769897, -0.020504077896475792, -0.18934577703475952, 0.6896573901176453, 0.722837507724762, 0.033916622400283813, 0.026986941695213318, 0 ]
[ 0.019771428778767586, 0, 0.0017714286223053932, -0.004952380899339914, -0.004761904943734407, 0.013333333656191826, 1 ]
6
0
30
0
false
30
0
[ 0.5387576818466187, -0.00821607280522585, -0.1903989613056183, 0.692593514919281, 0.719944417476654, 0.03404386714100838, 0.028900956735014915, 0 ]
[ 0.019999999552965164, 0, 0.0007999999797903001, -0.004380952566862106, -0.005333333276212215, 0.012000000104308128, 1 ]
6.2
0
31
0
false
31
0
[ 0.5383484363555908, 0.004833792801946402, -0.19096381962299347, 0.6955366730690002, 0.7169975638389587, 0.034352704882621765, 0.031035061925649643, 0 ]
[ 0.019999999552965164, -0.0002285714290337637, 0.00039999998989515007, -0.004761904943734407, -0.006095238029956818, 0.010476190596818924, 1 ]
6.4
0
32
0
false
32
0
[ 0.5379629135131836, 0.017451519146561623, -0.19117708504199982, 0.6979080438613892, 0.7145642638206482, 0.03479953110218048, 0.03333520516753197, 0 ]
[ 0.019999999552965164, 0, 0, -0.006095238029956818, -0.004571428522467613, 0.007809523958712816, 1 ]
6.6
0
33
0
false
33
0
[ 0.5377479195594788, 0.030231792479753494, -0.191155806183815, 0.6998128890991211, 0.7125886678695679, 0.034656740725040436, 0.03575220704078674, 0 ]
[ 0.019999999552965164, 0, 0, -0.006666666828095913, -0.0009523809421807528, 0.005333333276212215, 1 ]
6.8
0
34
0
false
34
0
[ 0.5374138355255127, 0.042977795004844666, -0.19125550985336304, 0.7011010646820068, 0.7112886905670166, 0.03353316709399223, 0.03743315488100052, 0 ]
[ 0.019999999552965164, 0, 0, -0.004000000189989805, 0, 0.00552380969747901, 1 ]
7
0
35
0
false
35
0
[ 0.5373730659484863, 0.05604257807135582, -0.19126036763191223, 0.7023600339889526, 0.7100228071212769, 0.03269347548484802, 0.03858952969312668, 0 ]
[ 0.019999999552965164, 0, 0, 0, 0, 0.006476190406829119, 1 ]
7.2
0
36
0
false
36
0
[ 0.5373260378837585, 0.06888904422521591, -0.19135543704032898, 0.7038007378578186, 0.7085868120193481, 0.0326986089348793, 0.03873028606176376, 0 ]
[ 0.019999999552965164, 0, 0, 0, 0, 0.006666666828095913, 1 ]
7.4
0
37
0
false
37
0
[ 0.5372992753982544, 0.08182717859745026, -0.19148240983486176, 0.7052791714668274, 0.707118809223175, 0.03283390775322914, 0.03855142742395401, 0 ]
[ 0.019999999552965164, 0, 0, 0, 0, 0.00552380969747901, 1 ]
7.6
0
38
0
false
38
0
[ 0.5373007655143738, 0.09447003901004791, -0.1915844827890396, 0.7065261006355286, 0.7058712244033813, 0.03291051462292671, 0.038517579436302185, 0 ]
[ 0.019999999552965164, 0, 0, 0, 0, 0.004571428522467613, 1 ]
7.8
0
39
0
false
39
0
[ 0.53738933801651, 0.10712075233459473, -0.19166769087314606, 0.7076018452644348, 0.7047916054725647, 0.03304661065340042, 0.03842264786362648, 0 ]
[ 0.019999999552965164, 0, 0, 0, 0, 0.004000000189989805, 1 ]
8
0
40
0
false
40
0
[ 0.5374759435653687, 0.11990292370319366, -0.19179023802280426, 0.7085120677947998, 0.7038782835006714, 0.03306014835834503, 0.038380153477191925, 0 ]
[ 0.019999999552965164, 0, 0, 0, 0, 0.003809523768723011, 1 ]
8.2
0
41
0
false
41
0
[ 0.5376506447792053, 0.1325151026248932, -0.19186100363731384, 0.7093722820281982, 0.703011155128479, 0.033172693103551865, 0.03828626871109009, 0 ]
[ 0.019999999552965164, 0, 0, 0, 0, 0.003809523768723011, 1 ]
8.4
0
42
0
false
42
0
[ 0.5377978086471558, 0.14518696069717407, -0.1919497549533844, 0.7101976871490479, 0.7021796107292175, 0.033250849694013596, 0.03817584365606308, 0 ]
[ 0.019999999552965164, 0, -0.00011428571451688185, 0, 0, 0.0051428573206067085, 1 ]
8.6
0
43
0
false
43
0
[ 0.5379952192306519, 0.15803353488445282, -0.1919804811477661, 0.7112720608711243, 0.7010918259620667, 0.03336546942591667, 0.03806646540760994, 0 ]
[ 0.019999999552965164, 0, -0.0002285714290337637, 0, 0, 0.0051428573206067085, 1 ]
8.8
0
44
0
false
44
0
[ 0.538255512714386, 0.1707128882408142, -0.19192369282245636, 0.7123984098434448, 0.6999466419219971, 0.033461131155490875, 0.03799369931221008, 0 ]
[ 0.019999999552965164, 0, -0.00005714285725844093, 0, 0, 0.004952380899339914, 1 ]
9
0
45
0
false
45
0
[ 0.5384106040000916, 0.1835392862558365, -0.19198694825172424, 0.7134904265403748, 0.6988443732261658, 0.03347311541438103, 0.03778240084648132, 0 ]
[ 0.019999999552965164, 0, 0, 0, 0, 0.004000000189989805, 1 ]
9.2
0
46
0
false
46
0
[ 0.5388080477714539, 0.1964528113603592, -0.19202068448066711, 0.7144620418548584, 0.6978466510772705, 0.0336000882089138, 0.03775068745017052, 0 ]
[ 0.019999999552965164, 0, 0, 0, 0, 0.004571428522467613, 1 ]
9.4
0
47
0
false
47
0
[ 0.5390949845314026, 0.20931895077228546, -0.19210310280323029, 0.7154446244239807, 0.6968443989753723, 0.033667806535959244, 0.03759454935789108, 0 ]
[ 0.019999999552965164, 0, 0, 0, 0, 0.004952380899339914, 1 ]
9.6
0
48
0
false
48
0
[ 0.539534866809845, 0.22216112911701202, -0.19215716421604156, 0.7165386080741882, 0.6957204937934875, 0.03369229659438133, 0.037552714347839355, 0 ]
[ 0.019999999552965164, 0, -0.00005714285725844093, 0, 0, 0.004952380899339914, 1 ]
9.8
0
49
0
false
49
0
[ 0.5398998260498047, 0.23507659137248993, -0.19219233095645905, 0.7176641225814819, 0.6945623159408569, 0.0337677076458931, 0.03743221238255501, 0 ]
[ 0.019999999552965164, 0, -0.0005714285653084517, 0, 0, 0.004761904943734407, 1 ]
10
0
50
0
false
50
0
[ 0.54043048620224, 0.24793711304664612, -0.19187529385089874, 0.7186512351036072, 0.6935321688652039, 0.03392792493104935, 0.03744876757264137, 0 ]
[ 0.018457142636179924, -0.0013142856769263744, -0.015428571030497551, -0.0036190475802868605, 0, 0.007428571581840515, 1 ]
10.2
0
51
0
false
51
0
[ 0.5393474698066711, 0.26009300351142883, -0.183529332280159, 0.7203091382980347, 0.6918134689331055, 0.03324209153652191, 0.03799796476960182, 0 ]
[ 0.0012000000569969416, -0.0013142856769263744, -0.019999999552965164, 0, 0, 0.024571428075432777, 1 ]
10.4
0
52
0
false
52
0
[ 0.5375394225120544, 0.26292183995246887, -0.1710996776819229, 0.7250256538391113, 0.6868573427200317, 0.03342120349407196, 0.038049619644880295, 0 ]
[ -0.0024571428075432777, -0.002514285733923316, -0.019999999552965164, 0.0019047618843615055, 0.004571428522467613, 0.030095238238573074, 1 ]
10.6
0
53
0
false
53
0
[ 0.5345636010169983, 0.26166272163391113, -0.15828561782836914, 0.7315818667411804, 0.6799694299697876, 0.03315829113125801, 0.036470066756010056, 0 ]
[ -0.00937142875045538, -0.0027428572066128254, -0.019999999552965164, 0.0026666666381061077, 0.004571428522467613, 0.027619047090411186, 1 ]
10.8
0
54
0
false
54
0
[ 0.5314049124717712, 0.25643107295036316, -0.14546628296375275, 0.7377345561981201, 0.6733841300010681, 0.03316630423069, 0.03466381877660751, 0 ]
[ -0.013199999928474426, -0.0037142857909202576, -0.019999999552965164, 0.0032380952034145594, 0.00800000037997961, 0.027619047090411186, 1 ]
11
0
55
0
false
55
0
[ 0.527283251285553, 0.24874138832092285, -0.13322320580482483, 0.7435011863708496, 0.6671808362007141, 0.03253057226538658, 0.03189771622419357, 0 ]
[ -0.016514286398887634, -0.006800000090152025, -0.019999999552965164, 0, 0, 0.015619047917425632, 1 ]
11.2
0
56
0
false
56
0
[ 0.5214506387710571, 0.23904608190059662, -0.12084076553583145, 0.7473313808441162, 0.6629030704498291, 0.03265650197863579, 0.03144729509949684, 0 ]
[ -0.01720000058412552, -0.00937142875045538, -0.019999999552965164, 0, -0.0036190475802868605, 0.009333333000540733, 1 ]
11.4
0
57
0
false
57
0
[ 0.5132325291633606, 0.22877320647239685, -0.10842803120613098, 0.7493654489517212, 0.6605291366577148, 0.03346506133675575, 0.03213667869567871, 0 ]
[ -0.017314285039901733, -0.010514285415410995, -0.019999999552965164, -0.0005714285653084517, -0.007809523958712816, 0.007238095160573721, 1 ]
11.6
0
58
0
false
58
0
[ 0.5043737292289734, 0.21883176267147064, -0.096586212515831, 0.7509229779243469, 0.6586093306541443, 0.034849122166633606, 0.03367476910352707, 0 ]
[ -0.017314285039901733, -0.010685713961720467, -0.019999999552965164, -0.00019047618843615055, -0.008761905133724213, 0.00685714278370142, 1 ]
11.8
0
59
0
false
59
0
[ 0.4947406053543091, 0.2086820900440216, -0.08435461670160294, 0.752220094203949, 0.6569259762763977, 0.03664841875433922, 0.035637982189655304, 0 ]
[ -0.017314285039901733, -0.01091428566724062, -0.019999999552965164, 0, -0.009714285843074322, 0.006666666828095913, 1 ]
12
0
60
0
false
60
0
[ 0.4852079749107361, 0.19863265752792358, -0.07217506319284439, 0.753503143787384, 0.6552020311355591, 0.03879602625966072, 0.03792322054505348, 0 ]
[ -0.017314285039901733, -0.01119999960064888, -0.019999999552965164, 0, -0.010476190596818924, 0.006095238029956818, 1 ]
12.2
0
61
0
false
61
0
[ 0.4752484858036041, 0.1884455382823944, -0.0598885752260685, 0.754723072052002, 0.6535033583641052, 0.04113239794969559, 0.040429458022117615, 0 ]
[ -0.016914285719394684, -0.013085714541375637, -0.019999999552965164, 0, -0.013142856769263744, 0.004190476145595312, 1 ]
12.4
0
62
0
false
62
0
[ 0.46462205052375793, 0.17914946377277374, -0.04822387173771858, 0.7554108500480652, 0.6523369550704956, 0.04393688961863518, 0.04336553066968918, 0 ]
[ -0.01662857085466385, -0.01388571411371231, -0.019999999552965164, 0, -0.013333333656191826, 0.00342857139185071, 1 ]
12.6
0
63
0
false
63
0
[ 0.45309877395629883, 0.16995318233966827, -0.0363076813519001, 0.7559353113174438, 0.6512861847877502, 0.04700414091348648, 0.04667672514915466, 0 ]
[ -0.01582857221364975, -0.015771428123116493, -0.019200000911951065, 0, -0.014095238409936428, 0.0015238095074892044, 1 ]
12.8
0
64
0
false
64
0
[ 0.44026780128479004, 0.16121308505535126, -0.024985946714878082, 0.7561003565788269, 0.6506090760231018, 0.05005798116326332, 0.05014284327626228, 0 ]
[ -0.014171428978443146, -0.018285714089870453, -0.015942856669425964, 0.0011428571306169033, -0.011428571306169033, 0, 1 ]
13
0
65
0
false
65
0
[ 0.4266570806503296, 0.15402139723300934, -0.01616920344531536, 0.7559135556221008, 0.6504056453704834, 0.05278223007917404, 0.05273771286010742, 0 ]
[ -0.012628571130335331, -0.01931428536772728, -0.0121714286506176, 0.005333333276212215, -0.012380952015519142, 0, 1 ]
13.2
0
66
0
false
66
0
[ 0.4120424687862396, 0.14764796197414398, -0.00976384524255991, 0.7556394338607788, 0.6502691507339478, 0.05629407986998558, 0.05468100309371948, 0 ]
[ -0.0051428573206067085, -0.005828571505844593, -0.0006857143016532063, 0.0032380952034145594, 0, 0.004761904943734407, 1 ]
13.4
0
67
0
false
67
0
[ 0.4054790139198303, 0.14418509602546692, -0.00875834096223116, 0.7563616633415222, 0.6493327021598816, 0.0577237494289875, 0.05433303862810135, 0 ]
[ 0, 0, 0, 0, 0, 0, 1 ]
13.6
0
68
0
false
68
0
[ 0.40496253967285156, 0.1437479555606842, -0.008990966714918613, 0.7565257549285889, 0.6491400003433228, 0.057833924889564514, 0.054233744740486145, 0 ]
[ 0, 0, 0, 0, 0, 0, 1 ]
13.8
0
69
1
false
69
0
[ 0.40496253967285156, 0.1437479555606842, -0.008990966714918613, 0.7565257549285889, 0.6491400003433228, 0.057833924889564514, 0.054233744740486145, 0 ]
[ 0, 0, 0, 0, 0, 0, 1 ]
14
0
70
0
true
70
0
[ 0.28519967198371887, 0.05483873561024666, 0.013737622648477554, 0.685257613658905, 0.7241736650466919, -0.06702326983213425, -0.03876085206866264, 0 ]
[ 0, 0, 0, 0, 0, 0, 1 ]
0
1
0
0
false
71
0
[ 0.28520604968070984, 0.054844241589307785, 0.013751239515841007, 0.6852601766586304, 0.7241743803024292, -0.06700167059898376, -0.03873932734131813, 0 ]
[ -0.0051428573206067085, 0.0015428571496158838, 0.0035428572446107864, 0, 0, 0, 1 ]
0.2
1
1
0
false
72
0
[ 0.2857913076877594, 0.052206892520189285, 0.011935479007661343, 0.6852180361747742, 0.7242062091827393, -0.0671001523733139, -0.03871966525912285, 0 ]
[ -0.01988571509718895, 0.006514285691082478, 0.000628571433480829, 0.00800000037997961, -0.004000000189989805, 0, 1 ]
0.4
1
2
0
false
73
0
[ 0.28932011127471924, 0.04337112233042717, 0.010819053277373314, 0.6853849291801453, 0.7241834998130798, -0.06520648300647736, -0.03941970318555832, 0 ]
[ -0.019657142460346222, 0.006171428598463535, 0.0027428572066128254, 0.002095238072797656, -0.008761905133724213, 0, 1 ]
0.6
1
3
0
false
74
0
[ 0.2940923571586609, 0.030348196625709534, 0.009198948740959167, 0.6855915188789368, 0.7242707014083862, -0.06249171495437622, -0.038613609969615936, 0 ]
[ -0.019999999552965164, 0.006171428598463535, 0.004971428774297237, 0.004761904943734407, -0.013333333656191826, 0, 1 ]
0.8
1
4
0
false
75
0
[ 0.298429936170578, 0.017894046381115913, 0.006118728779256344, 0.6858963966369629, 0.7243965864181519, -0.058674346655607224, -0.0367843359708786, 0 ]
[ -0.019999999552965164, 0.006800000090152025, 0.004857142921537161, 0.00342857139185071, -0.01733333244919777, 0, 1 ]
1
1
5
0
false
76
0
[ 0.30296599864959717, 0.005542013328522444, 0.002829525154083967, 0.6861916780471802, 0.7246049046516418, -0.054048825055360794, -0.034167736768722534, 0 ]
[ -0.019999999552965164, 0.005885714199393988, 0.007085714489221573, 0.004190476145595312, -0.032380953431129456, 0, 1 ]
1.2
1
6
0
false
77
0
[ 0.3072229325771332, -0.007280300837010145, -0.0016379590379074216, 0.6865260601043701, 0.7250701189041138, -0.04616450518369675, -0.028708316385746002, 0 ]
[ -0.019200000911951065, 0.00839999970048666, 0.010342856869101524, 0.004190476145595312, -0.03695238009095192, 0, 1 ]
1.4
1
7
0
false
78
0
[ 0.31231117248535156, -0.019359812140464783, -0.008118865080177784, 0.6869584918022156, 0.7254352569580078, -0.03677279129624367, -0.021897414699196815, 0 ]
[ -0.01737142913043499, 0.011314285919070244, 0.013142856769263744, 0.004571428522467613, -0.03257142752408981, 0, 1 ]
1.6
1
8
0
false
79
0
[ 0.3193745017051697, -0.030581530183553696, -0.016536321491003036, 0.6872763633728027, 0.7256960272789001, -0.027846695855259895, -0.015525045804679394, 0 ]
[ -0.016114285215735435, 0.013942857272922993, 0.01514285709708929, 0.008761905133724213, -0.02323809452354908, 0, 1 ]
1.8
1
9
0
false
80
0
[ 0.3279291093349457, -0.04055577889084816, -0.026043349876999855, 0.6874597668647766, 0.7258450388908386, -0.020272554829716682, -0.011706214398145676, 0 ]
[ -0.015314285643398762, 0.015085713937878609, 0.015885714441537857, 0.009333333000540733, -0.020380951464176178, 0, 1 ]
2
1
10
0
false
81
0
[ 0.3378545641899109, -0.050247617065906525, -0.03674966096878052, 0.6876283288002014, 0.725881814956665, -0.013215608894824982, -0.00939206313341856, 0 ]
[ -0.014914285391569138, 0.01565714366734028, 0.016285713762044907, 0.009333333000540733, -0.018666666001081467, 0, 1 ]
2.2
1
11
0
false
82
0
[ 0.3479544222354889, -0.05920121446251869, -0.0471663698554039, 0.687764585018158, 0.7258634567260742, -0.006847064010798931, -0.007433407008647919, 0 ]
[ -0.014171428978443146, 0.01640000008046627, 0.01662857085466385, 0.007238095160573721, -0.016952380537986755, 0, 1 ]
2.4
1
12
0
false
83
0
[ 0.3585474193096161, -0.06769347190856934, -0.05751744657754898, 0.6878159642219543, 0.7258644104003906, -0.0012323339469730854, -0.005340635776519775, 0 ]
[ -0.013485713861882687, 0.016857143491506577, 0.016685714945197105, 0.004190476145595312, -0.015428571030497551, 0, 1 ]
2.6
1
13
0
false
84
0
[ 0.36985480785369873, -0.07588401436805725, -0.06854666024446487, 0.6878613233566284, 0.7258270978927612, 0.003517490578815341, -0.0030804418493062258, 0 ]
[ -0.013085714541375637, 0.017314285039901733, 0.016857143491506577, 0.003047619014978409, -0.013904761523008347, 0, 1 ]
2.8
1
14
0
false
85
0
[ 0.38117045164108276, -0.08346259593963623, -0.07889304310083389, 0.6878634095191956, 0.7258020639419556, 0.007401061709970236, -0.0006990151014178991, 0 ]
[ -0.012971428222954273, 0.017257142812013626, 0.016742857173085213, 0.0026666666381061077, -0.014285714365541935, 0, 1 ]
3
1
15
0
false
86
0
[ 0.3929574489593506, -0.09116975963115692, -0.08962973952293396, 0.6878498792648315, 0.7257623672485352, 0.011320805177092552, 0.0018379559041932225, 0 ]
[ -0.013142856769263744, 0.01759999990463257, 0.017085714265704155, 0.004571428522467613, -0.010857142508029938, 0, 1 ]
3.2
1
16
0
false
87
0
[ 0.4050865173339844, -0.09893576800823212, -0.10057445615530014, 0.6877898573875427, 0.7257473468780518, 0.014993179589509964, 0.00333416904322803, 0 ]
[ -0.012857142835855484, 0.01794285699725151, 0.015942856669425964, 0.004380952566862106, -0.00800000037997961, 0, 1 ]
3.4
1
17
0
false
88
0
[ 0.4174761474132538, -0.1065344512462616, -0.11073453724384308, 0.6878543496131897, 0.7256137728691101, 0.017987404018640518, 0.004184782039374113, 0 ]
[ -0.01245714258402586, 0.018057143315672874, 0.014342857524752617, 0.004190476145595312, -0.00895238108932972, 0, 1 ]
3.6
1
18
0
false
89
0
[ 0.42972442507743835, -0.11376375705003738, -0.11981260776519775, 0.6878879070281982, 0.7254988551139832, 0.02089448645710945, 0.005007464904338121, 0 ]
[ -0.012114285491406918, 0.01851428486406803, 0.013257143087685108, 0.0051428573206067085, -0.00685714278370142, 0, 1 ]
3.8
1
19
0
false
90
0
[ 0.44157761335372925, -0.12037285417318344, -0.12772053480148315, 0.6878990530967712, 0.7254047989845276, 0.02353191189467907, 0.005383418872952461, 0 ]
[ -0.01119999960064888, 0.01914285682141781, 0.011257142759859562, 0.00342857139185071, -0.0036190475802868605, 0, 1 ]
4
1
20
0
false
91
0
[ 0.4548150897026062, -0.1270553171634674, -0.13500462472438812, 0.6878716945648193, 0.7253708243370056, 0.025333324447274208, 0.0052805086597800255, 0 ]
[ -0.010057142935693264, 0.019999999552965164, 0.010057142935693264, 0.0028571428265422583, 0, 0, 1 ]
4.2
1
21
0
false
92
0
[ 0.468248575925827, -0.13285771012306213, -0.14100776612758636, 0.6877631545066833, 0.7254534363746643, 0.025990046560764313, 0.004871736280620098, 0 ]
[ -0.007199999876320362, 0.019999999552965164, 0.014628571458160877, 0.0019047618843615055, 0, 0, 1 ]
4.4
1
22
0
false
93
0
[ 0.4812876582145691, -0.13681626319885254, -0.14905861020088196, 0.687832236289978, 0.7253801822662354, 0.0263203177601099, 0.004203633405268192, 0 ]
[ 0.0005142856971360743, 0.014228571206331253, 0.019999999552965164, 0, 0, 0, 1 ]
4.6
1
23
0
false
94
0
[ 0.49185362458229065, -0.1365048736333847, -0.16100168228149414, 0.6878355741500854, 0.7253729104995728, 0.026460038498044014, 0.004034789744764566, 0 ]
[ 0.005885714199393988, 0.011371428146958351, 0.019999999552965164, 0, 0.0032380952034145594, 0, 1 ]
4.8
1
24
0
false
95
0
[ 0.49967074394226074, -0.13255439698696136, -0.1731272041797638, 0.6878359317779541, 0.7253962159156799, 0.02587677538394928, 0.0035322250332683325, 0 ]
[ 0.01640000008046627, 0.007885714061558247, 0.00839999970048666, 0.004380952566862106, 0, 0, 1 ]
5
1
25
0
false
96
0
[ 0.5048707723617554, -0.1232253834605217, -0.17948421835899353, 0.6878186464309692, 0.7254034280776978, 0.026231318712234497, 0.002707397798076272, 0 ]
[ 0.019999999552965164, 0.003942857030779123, 0, 0.007428571581840515, 0, 0, 1 ]
5.2
1
26
0
false
97
0
[ 0.5073873996734619, -0.11184875667095184, -0.18051840364933014, 0.6877651214599609, 0.7254082560539246, 0.027577171102166176, 0.0012364649446681142, 0 ]
[ 0.019999999552965164, 0.00342857139185071, 0, 0.007428571581840515, 0, 0, 1 ]
5.4
1
27
0
false
98
0
[ 0.5090447068214417, -0.09848658740520477, -0.1798272579908371, 0.6877030730247498, 0.7254005074501038, 0.029297303408384323, -0.0004672943032346666, 0 ]
[ 0.019999999552965164, 0.0018285714322701097, 0, 0.004000000189989805, 0, 0, 1 ]
5.6
1
28
0
false
99
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "unknown",
    "total_episodes": 1000,
    "total_frames": 97939,
    "total_tasks": 5,
    "total_videos": 3000,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 5,
    "splits": {
        "train": "0:1000"
    },
    "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
    "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
    "features": {
        "observation.images.image_with_depth": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ],
            "video_info": {
                "video.fps": 5.0,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.images.image": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ],
            "video_info": {
                "video.fps": 5.0,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.images.hand_image": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ],
            "video_info": {
                "video.fps": 5.0,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "language_instruction": {
            "dtype": "string",
            "shape": [
                1
            ],
            "names": null
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                8
            ],
            "names": {
                "motors": [
                    "motor_0",
                    "motor_1",
                    "motor_2",
                    "motor_3",
                    "motor_4",
                    "motor_5",
                    "motor_6",
                    "motor_7"
                ]
            }
        },
        "action": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": {
                "motors": [
                    "motor_0",
                    "motor_1",
                    "motor_2",
                    "motor_3",
                    "motor_4",
                    "motor_5",
                    "motor_6"
                ]
            }
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "episode_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "frame_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "next.reward": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "next.done": {
            "dtype": "bool",
            "shape": [
                1
            ],
            "names": null
        },
        "index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

@misc{BerkeleyUR5Website,
    title = {Berkeley {UR5} Demonstration Dataset},
    author = {Lawrence Yunliang Chen and Simeon Adebola and Ken Goldberg},
    howpublished = {https://sites.google.com/view/berkeley-ur5/home},
}
Downloads last month
4,451