Datasets:

Formats:
parquet
ArXiv:
Libraries:
Datasets
Dask
License:
Search is not available for this dataset
observation.state
sequence
action
sequence
timestamp
float32
episode_index
int64
frame_index
int64
next.reward
float32
next.done
bool
index
int64
task_index
int64
[ 0.32943975925445557, -0.04833020269870758, 0.2634458839893341, -3.0594327449798584, -0.07492014020681381, 0.3388902246952057, 0.0716426745057106 ]
[ 0.10251922905445099, 0.10478707402944565, -0.2517223358154297, -0.08720680326223373, 0.012442012317478657, 0.039870962500572205, 1 ]
0
0
0
0
false
0
0
[ 0.3293117880821228, -0.048061445355415344, 0.25973212718963623, -3.048870325088501, -0.08071243017911911, 0.30205151438713074, 0.0632624700665474 ]
[ 0.12426677346229553, 0.04425779730081558, -0.2388596534729004, -0.2514748275279999, 0.0027194202411919832, -0.12954938411712646, 1 ]
0.066667
0
1
0
false
1
0
[ 0.32957082986831665, -0.04669002443552017, 0.2545298933982849, -3.041407823562622, -0.08767397701740265, 0.27891838550567627, 0.05900789797306061 ]
[ 0.08845187723636627, 0.02940147928893566, -0.1547694206237793, -0.28909122943878174, -0.18068449199199677, -0.2210683822631836, 1 ]
0.133333
0
2
0
false
2
0
[ 0.3304417133331299, -0.045885127037763596, 0.2483070194721222, -3.0394394397735596, -0.09427818655967712, 0.25666940212249756, 0.05613049864768982 ]
[ 0.20840425789356232, 0.05498290807008743, -0.19856691360473633, 0.05240905284881592, -0.059511713683605194, 0.04216853156685829, 1 ]
0.2
0
3
0
false
3
0
[ 0.33168891072273254, -0.04583340138196945, 0.2414974868297577, -3.041689395904541, -0.09997246414422989, 0.2361619472503662, 0.05383064225316048 ]
[ 0.26733511686325073, 0.048108361661434174, -0.09656548500061035, -0.5325335264205933, -0.18300069868564606, 0.1995082050561905, 1 ]
0.266667
0
4
0
false
4
0
[ 0.33349427580833435, -0.04559674113988876, 0.23495571315288544, -3.0448896884918213, -0.10644108802080154, 0.2217196375131607, 0.0530993789434433 ]
[ 0.16348586976528168, 0.05012472718954086, -0.019425153732299805, -0.4646476209163666, -0.21871881186962128, 0.12178362160921097, 1 ]
0.333333
0
5
0
false
5
0
[ 0.3361351788043976, -0.045450761914253235, 0.22930362820625305, -3.049808979034424, -0.11526288092136383, 0.21502964198589325, 0.05314496159553528 ]
[ 0.27225378155708313, -0.08066228777170181, -0.07690787315368652, -0.16278600692749023, 0.06002514064311981, 0.20830906927585602, 1 ]
0.4
0
6
0
false
6
0
[ 0.3391600251197815, -0.045632027089595795, 0.22458477318286896, -3.055455207824707, -0.12475328892469406, 0.21314994990825653, 0.05326569080352783 ]
[ 0.19325114786624908, -0.016906805336475372, -0.10676980018615723, -0.1785576045513153, 0.06642292439937592, 0.24770230054855347, 1 ]
0.466667
0
7
0
false
7
0
[ 0.3422149419784546, -0.045888323336839676, 0.22092261910438538, -3.0610554218292236, -0.13289330899715424, 0.2123589664697647, 0.05359542742371559 ]
[ 0.08446802198886871, -0.05630453675985336, -0.12961626052856445, -0.1954108029603958, -0.018039247021079063, 0.16549146175384521, 0 ]
0.533333
0
8
0
false
8
0
[ 0.3453308045864105, -0.046133801341056824, 0.21796540915966034, -3.0669450759887695, -0.13878968358039856, 0.212793231010437, 0.05397593975067139 ]
[ 0.00866023451089859, 0.04373156651854515, -0.18748044967651367, -0.4472312927246094, 0.40562766790390015, 0.7234244346618652, 0 ]
0.6
0
9
0
false
9
0
[ 0.34794700145721436, -0.04610222950577736, 0.2155371457338333, -3.072885751724243, -0.14135251939296722, 0.21536242961883545, 0.05435352399945259 ]
[ -0.12615275382995605, -0.060396574437618256, -0.07998347282409668, 0.07569025456905365, 0.3556419312953949, 0.15651920437812805, 0 ]
0.666667
0
10
0
false
10
0
[ 0.3500515818595886, -0.045574456453323364, 0.21301165223121643, -3.0797741413116455, -0.1415148824453354, 0.22275976836681366, 0.0548749715089798 ]
[ -0.14295139908790588, -0.01658373884856701, 0.03033280372619629, -0.13892564177513123, 0.03329472616314888, 0.0683421790599823, 0 ]
0.733333
0
11
0
false
11
0
[ 0.35086944699287415, -0.04449259489774704, 0.21001039445400238, -3.0860321521759033, -0.1365422159433365, 0.23245951533317566, 0.055242739617824554 ]
[ -0.09845408797264099, -0.04802681878209114, 0.061070919036865234, -0.13213829696178436, 0.07183538377285004, -0.005995139945298433, 0 ]
0.8
0
12
0
false
12
0
[ 0.3511064350605011, -0.04323956370353699, 0.20704837143421173, -3.092520236968994, -0.1294052004814148, 0.24225735664367676, 0.05524144694209099 ]
[ -0.13402912020683289, -0.060917895287275314, 0.15292763710021973, -0.03321700915694237, 0.006580916233360767, -0.009877489879727364, 0 ]
0.866667
0
13
0
false
13
0
[ 0.35117408633232117, -0.04203158989548683, 0.2044299989938736, -3.0986130237579346, -0.1223810464143753, 0.251350998878479, 0.05524338409304619 ]
[ -0.11486192047595978, -0.05892859026789665, 0.1805126667022705, -0.06346126645803452, -0.09476464986801147, -0.12684492766857147, 0 ]
0.933333
0
14
0
false
14
0
[ 0.3518381714820862, -0.04138094559311867, 0.20305433869361877, -3.1049611568450928, -0.11862625926733017, 0.25888848304748535, 0.05462631955742836 ]
[ -0.10787054896354675, -0.016026020050048828, 0.1886129379272461, -0.30002477765083313, -0.0768388882279396, 0.03808332607150078, 0 ]
1
0
15
0
false
15
0
[ 0.3526791036128998, -0.04156520962715149, 0.2029876708984375, -3.1118741035461426, -0.11567933857440948, 0.26606330275535583, 0.05357930436730385 ]
[ -0.08300759643316269, 0.0009411011706106365, 0.1398921012878418, -0.08573706448078156, 0.07025958597660065, 0.17907236516475677, 0 ]
1.066667
0
16
0
false
16
0
[ 0.35298487544059753, -0.04130992293357849, 0.20273767411708832, -3.115391731262207, -0.11337446421384811, 0.2706281244754791, 0.05344852805137634 ]
[ -0.09850125759840012, -0.09753208607435226, 0.3690004348754883, -0.16585858166217804, -0.04013904929161072, 0.173308327794075, 0 ]
1.133333
0
17
0
false
17
0
[ 0.3530728816986084, -0.041232869029045105, 0.20274455845355988, -3.118682622909546, -0.11217546463012695, 0.2745424807071686, 0.05309812352061272 ]
[ -0.013516951352357864, -0.10627994686365128, 0.3171563148498535, -0.016684694215655327, -0.00883002020418644, 0.4245795011520386, 0 ]
1.2
0
18
0
false
18
0
[ 0.35308247804641724, -0.0414872020483017, 0.20278866589069366, -3.123629331588745, -0.11067318916320801, 0.2799051105976105, 0.05246477201581001 ]
[ 0.03216126188635826, -0.01019088365137577, 0.29877424240112305, 0.020183436572551727, 0.0007810521638020873, 0.9573866724967957, 0 ]
1.266667
0
19
0
false
19
0
[ 0.35342493653297424, -0.042406149208545685, 0.20329385995864868, -3.1323494911193848, -0.10907602310180664, 0.2880832850933075, 0.05082247406244278 ]
[ 0.02384306862950325, -0.04921504482626915, 0.3688514232635498, -0.11821209639310837, -0.020863324403762817, 1.8454283475875854, 0 ]
1.333333
0
20
0
false
20
0
[ 0.3540537655353546, -0.043665435165166855, 0.20427574217319489, 3.137498378753662, -0.10675792396068573, 0.3026569187641144, 0.04864170029759407 ]
[ -0.013261444866657257, 0.01489961426705122, 0.18932223320007324, 0.07990559190511703, 0.09608098864555359, 2.056112289428711, 0 ]
1.4
0
21
0
false
21
0
[ 0.355011910200119, -0.04447537288069725, 0.20589664578437805, 3.1202199459075928, -0.1046186164021492, 0.3384515643119812, 0.04816925525665283 ]
[ -0.04206964001059532, 0.09714417159557343, 0.1629352569580078, 0.528535008430481, -0.1094454899430275, 2.5358309745788574, 0 ]
1.466667
0
22
0
false
22
0
[ 0.3559928834438324, -0.04461009055376053, 0.2082825005054474, 3.1058249473571777, -0.10461229085922241, 0.3954291045665741, 0.050207994878292084 ]
[ 0.026680897921323776, 0.06909728050231934, 0.14899969100952148, 0.6760492920875549, -0.035399846732616425, 2.700577735900879, 0 ]
1.533333
0
23
0
false
23
0
[ 0.35653436183929443, -0.04339434579014778, 0.2112012505531311, 3.0974063873291016, -0.10727059841156006, 0.4739442467689514, 0.05621156841516495 ]
[ 0.15227724611759186, 0.010614928789436817, 0.022494792938232422, 0.6584477424621582, 0.25910043716430664, 2.2091140747070312, 0 ]
1.6
0
24
0
false
24
0
[ 0.35587286949157715, -0.04211163520812988, 0.21442294120788574, 3.092318296432495, -0.10924772918224335, 0.5684539079666138, 0.06665416806936264 ]
[ 0.09273876994848251, 0.10845274478197098, 0.034749507904052734, 0.17367751896381378, 0.06219350919127464, 2.026406764984131, 0 ]
1.666667
0
25
0
false
25
0
[ 0.3543343245983124, -0.04087826609611511, 0.2177819311618805, 3.0912461280822754, -0.11201650649309158, 0.6640529036521912, 0.08138612657785416 ]
[ 0.08974867314100266, 0.066505566239357, -0.04916191101074219, 0.11603831499814987, 0.31219327449798584, 1.9040125608444214, 0 ]
1.733333
0
26
0
false
26
0
[ 0.35235029458999634, -0.039654918015003204, 0.22121906280517578, 3.092224359512329, -0.11674164980649948, 0.7631999254226685, 0.09899898618459702 ]
[ 0.029760289937257767, 0.07125033438205719, -0.07739067077636719, -0.31770795583724976, -0.13920754194259644, 2.748819351196289, 0 ]
1.8
0
27
0
false
27
0
[ 0.3496612310409546, -0.03821743279695511, 0.22458182275295258, 3.0962841510772705, -0.12128885835409164, 0.8660712242126465, 0.11954311281442642 ]
[ -0.06022825092077255, 0.08958311378955841, -0.031828880310058594, -0.29144883155822754, -0.2667737603187561, 2.3795583248138428, 0 ]
1.866667
0
28
0
false
28
0
[ 0.3468269407749176, -0.036353882402181625, 0.22758811712265015, 3.1013596057891846, -0.12695622444152832, 0.976709246635437, 0.14305251836776733 ]
[ -0.06227511167526245, 0.05028688535094261, -0.16771554946899414, -0.49134013056755066, -0.30240052938461304, 2.2218754291534424, 0 ]
1.933333
0
29
0
false
29
0
[ 0.34456828236579895, -0.03434088081121445, 0.23053205013275146, 3.104602575302124, -0.13522469997406006, 1.0927088260650635, 0.16882413625717163 ]
[ -0.05236930772662163, 0.03155406937003136, -0.2514958381652832, -0.3963436484336853, -0.22971151769161224, 2.1955795288085938, 0 ]
2
0
30
0
false
30
0
[ 0.34278449416160583, -0.032812878489494324, 0.23278214037418365, 3.105738401412964, -0.14282917976379395, 1.2059845924377441, 0.1942300647497177 ]
[ -0.07118555158376694, 0.05446551367640495, -0.28449296951293945, -0.36160293221473694, 0.011080402880907059, 1.7163904905319214, 0 ]
2.066667
0
31
0
false
31
0
[ 0.3418262302875519, -0.03307785838842392, 0.23418112099170685, 3.1016972064971924, -0.14309051632881165, 1.3112480640411377, 0.21573877334594727 ]
[ 0.0478823222219944, 0.006412239745259285, -0.3132462501525879, -0.34211257100105286, 0.26955708861351013, 1.0572509765625, 0 ]
2.133333
0
32
0
false
32
0
[ 0.3403892517089844, -0.03547222167253494, 0.23396100103855133, 3.0976498126983643, -0.12812361121177673, 1.4142231941223145, 0.23258884251117706 ]
[ 0.08290203660726547, -0.046867504715919495, -0.4073023796081543, -0.5546008944511414, 0.33454805612564087, 0.8580352067947388, 0 ]
2.2
0
33
0
false
33
0
[ 0.3392333984375, -0.037322819232940674, 0.23283235728740692, 3.0936529636383057, -0.10992574691772461, 1.5036417245864868, 0.24567562341690063 ]
[ 0.19459806382656097, -0.0672958642244339, -0.5196094512939453, -0.550961434841156, 0.08144789934158325, 0.5421569347381592, 0 ]
2.266667
0
34
0
false
34
0
[ 0.3383452892303467, -0.038385506719350815, 0.2311035394668579, 3.0916597843170166, -0.09058856219053268, 1.5794109106063843, 0.25714439153671265 ]
[ 0.15349821746349335, -0.06463611125946045, -0.20941495895385742, -0.19725190103054047, -0.242488294839859, 0.29883700609207153, 0 ]
2.333333
0
35
0
false
35
0
[ 0.33758604526519775, -0.03929253667593002, 0.2288409322500229, 3.093897819519043, -0.06913134455680847, 1.64247465133667, 0.26689761877059937 ]
[ 0.14615966379642487, 0.04079580679535866, -0.04881024360656738, 0.05508771166205406, -0.36548158526420593, 0.15088491141796112, 0 ]
2.4
0
36
0
false
36
0
[ 0.3370807468891144, -0.04038451239466667, 0.22605262696743011, 3.0998716354370117, -0.04741694778203964, 1.68996262550354, 0.27452370524406433 ]
[ 0.06726790964603424, 0.08148274570703506, -0.009459257125854492, 0.046510908752679825, -0.1255398392677307, -0.1552135944366455, 0 ]
2.466667
0
37
0
false
37
0
[ 0.33730825781822205, -0.04103187471628189, 0.22305931150913239, 3.1068170070648193, -0.029247088357806206, 1.724219799041748, 0.28211554884910583 ]
[ 0.006451644469052553, 0.14269724488258362, 0.00514984130859375, -0.020614011213183403, -0.11495505273342133, -0.15105870366096497, 1 ]
2.533333
0
38
0
false
38
0
[ 0.33908534049987793, -0.040505301207304, 0.22038988769054413, 3.108474016189575, -0.01748526282608509, 1.744638204574585, 0.28925445675849915 ]
[ -0.11904163658618927, 0.02775079943239689, 0.1681685447692871, 0.21551382541656494, -0.2137143611907959, -0.1531636267900467, 1 ]
2.6
0
39
0
false
39
0
[ 0.34139764308929443, -0.03857732191681862, 0.2176280915737152, 3.1079788208007812, -0.012184147723019123, 1.759234070777893, 0.29660725593566895 ]
[ -0.18536286056041718, -0.03248627856373787, 0.22951364517211914, 0.03840436413884163, -0.22331281006336212, -0.04469059407711029, 1 ]
2.666667
0
40
0
false
40
0
[ 0.3435690701007843, -0.036505308002233505, 0.21533310413360596, 3.1067662239074707, -0.009576347656548023, 1.7707206010818481, 0.3030228912830353 ]
[ -0.1490020453929901, -0.08582014590501785, 0.34236907958984375, 0.04394811764359474, -0.014170140959322453, -0.2650265395641327, 1 ]
2.733333
0
41
0
false
41
0
[ 0.34572237730026245, -0.03486938774585724, 0.21339571475982666, 3.104377269744873, -0.00743156997486949, 1.776902437210083, 0.30782291293144226 ]
[ -0.14829321205615997, -0.10094605386257172, 0.4877805709838867, 0.22538745403289795, 0.12228071689605713, -0.6023951172828674, 1 ]
2.8
0
42
0
false
42
0
[ 0.3473723232746124, -0.034137893468141556, 0.2120421677827835, 3.1028048992156982, -0.0056737069971859455, 1.779205083847046, 0.31026914715766907 ]
[ -0.18569017946720123, -0.07531330734491348, 0.6120026111602783, 0.40909045934677124, 0.02861049957573414, -0.6560852527618408, 1 ]
2.866667
0
43
0
false
43
0
[ 0.34811118245124817, -0.03429320082068443, 0.21175351738929749, 3.10307240486145, -0.004712434019893408, 1.7791821956634521, 0.31068363785743713 ]
[ -0.3196794092655182, -0.02096606232225895, 0.7379055023193359, 0.4397510290145874, -0.11412345618009567, -0.9586647748947144, 1 ]
2.933333
0
44
0
false
44
0
[ 0.34922802448272705, -0.034723084419965744, 0.21295222640037537, 3.1004788875579834, -0.004197590984404087, 1.7747936248779297, 0.310467928647995 ]
[ -0.3113381266593933, -0.02618376724421978, 0.46257972717285156, 0.4524824023246765, 0.2535313069820404, -1.1367690563201904, 1 ]
3
0
45
0
false
45
0
[ 0.35108453035354614, -0.03571659326553345, 0.21531695127487183, 3.095883369445801, -0.003989682998508215, 1.7589775323867798, 0.3093712031841278 ]
[ -0.3243227005004883, 0.06345011293888092, 0.2585113048553467, 0.20994077622890472, 0.01845911145210266, -0.9588383436203003, 1 ]
3.066667
0
46
0
false
46
0
[ 0.35264188051223755, -0.03738509491086006, 0.2184905856847763, 3.093383550643921, -0.005564854480326176, 1.7277085781097412, 0.3070736229419708 ]
[ -0.45813044905662537, 0.13905620574951172, 0.2028822898864746, 0.4799899756908417, 0.2524266839027405, -1.4321675300598145, 1 ]
3.133333
0
47
0
false
47
0
[ 0.35318854451179504, -0.039030276238918304, 0.2221311330795288, 3.094238758087158, -0.009096837602555752, 1.688159465789795, 0.3048320412635803 ]
[ -0.4335078001022339, 0.12282248586416245, 0.12284517288208008, 0.3037334680557251, 0.10415162891149521, -1.6612904071807861, 1 ]
3.2
0
48
0
false
48
0
[ 0.3514053225517273, -0.04002446308732033, 0.2260463833808899, 3.103134870529175, -0.015435212291777134, 1.6393625736236572, 0.3031005859375 ]
[ -0.4196144938468933, 0.07385987043380737, 0.20941495895385742, 0.7208237648010254, 0.07001785933971405, -1.8932549953460693, 1 ]
3.266667
0
49
0
false
49
0
[ 0.348039448261261, -0.03935863822698593, 0.23040418326854706, 3.117180109024048, -0.02749558538198471, 1.5820587873458862, 0.3021663725376129 ]
[ -0.3605680465698242, 0.118269182741642, 0.06161928176879883, 0.12292634695768356, 0.16628627479076385, -1.9479711055755615, 1 ]
3.333333
0
50
0
false
50
0
[ 0.3439560830593109, -0.03674555942416191, 0.23554658889770508, 3.1334187984466553, -0.04775519669055939, 1.5125274658203125, 0.3014785349369049 ]
[ -0.309211790561676, 0.08118437230587006, 0.17859935760498047, 0.34090670943260193, 0.1315266638994217, -2.53117036819458, 1 ]
3.4
0
51
0
false
51
0
[ 0.339111864566803, -0.03382088989019394, 0.2413920760154724, -3.130401372909546, -0.06925477832555771, 1.434987187385559, 0.29895129799842834 ]
[ -0.10786458104848862, 0.04533562809228897, 0.21219253540039062, -0.18547335267066956, -0.05306878313422203, -2.5156056880950928, 1 ]
3.466667
0
52
0
false
52
0
[ 0.3339489996433258, -0.032092586159706116, 0.24721413850784302, -3.110625743865967, -0.08560777455568314, 1.3475655317306519, 0.2914083003997803 ]
[ -0.1006866991519928, 0.021504880860447884, 0.2466142177581787, 0.4028368294239044, 0.017252137884497643, -1.7617844343185425, 1 ]
3.533333
0
53
0
false
53
0
[ 0.3298669159412384, -0.031991682946681976, 0.2528035044670105, -3.096005439758301, -0.09488116204738617, 1.248361349105835, 0.27745428681373596 ]
[ -0.05938638746738434, 0.009074113331735134, 0.19336342811584473, -0.6030924320220947, -0.48391908407211304, -2.743828535079956, 1 ]
3.6
0
54
0
false
54
0
[ 0.32645368576049805, -0.03314925730228424, 0.2583753168582916, -3.085808277130127, -0.09796971082687378, 1.142022967338562, 0.25797587633132935 ]
[ 0.11296430230140686, -0.12291324138641357, 0.07588863372802734, -0.3389991223812103, 0.04873908311128616, -2.3924269676208496, 1 ]
3.666667
0
55
0
false
55
0
[ 0.3240404427051544, -0.034667473286390305, 0.2643788754940033, -3.08113956451416, -0.09797733277082443, 1.0366718769073486, 0.2363758236169815 ]
[ 0.15788634121418, -0.36633065342903137, -0.20203590393066406, 0.2897420823574066, 0.14883366227149963, -2.818854808807373, 1 ]
3.733333
0
56
0
false
56
0
[ 0.3222060799598694, -0.03671536594629288, 0.2704222798347473, -3.0805556774139404, -0.09498568624258041, 0.9282934069633484, 0.2128765732049942 ]
[ 0.1414276659488678, -0.3425559103488922, -0.2584517002105713, 0.22507783770561218, 0.4202403128147125, -2.4059948921203613, 1 ]
3.8
0
57
0
false
57
0
[ 0.3208063840866089, -0.04003148525953293, 0.27567780017852783, -3.0853002071380615, -0.08687710762023926, 0.8120536804199219, 0.18622329831123352 ]
[ 0.10090652108192444, -0.31677961349487305, -0.28790831565856934, -0.10989983379840851, 0.1675604283809662, -2.254957675933838, 1 ]
3.866667
0
58
0
false
58
0
[ 0.31971701979637146, -0.04420693218708038, 0.2796497642993927, -3.0945255756378174, -0.07739263772964478, 0.6855620741844177, 0.15497761964797974 ]
[ 0.11884364485740662, -0.09594438970088959, -0.3656744956970215, 0.08420468866825104, -0.014557117596268654, -1.3219891786575317, 1 ]
3.933333
0
59
0
false
59
0
[ 0.31792011857032776, -0.048454638570547104, 0.2813953161239624, -3.1037075519561768, -0.06669306755065918, 0.5601986050605774, 0.12213387340307236 ]
[ 0.15021081268787384, 0.01835307851433754, -0.366365909576416, -0.20795364677906036, -0.18290023505687714, -0.8615082502365112, 1 ]
4
0
60
0
false
60
0
[ 0.3155992329120636, -0.052220668643713, 0.28142717480659485, -3.1112170219421387, -0.05698719620704651, 0.4516676962375641, 0.09185507148504257 ]
[ 0.14158964157104492, 0.0723794549703598, -0.40678977966308594, 0.32947325706481934, -0.17411968111991882, -0.46363773941993713, 1 ]
4.066667
0
61
0
false
61
0
[ 0.3134695291519165, -0.054558321833610535, 0.2804117798805237, -3.1154706478118896, -0.052070654928684235, 0.3670506477355957, 0.06746672093868256 ]
[ 0.2628803551197052, 0.2668067514896393, -0.4773378372192383, 0.32999810576438904, -0.15759247541427612, 0.038326065987348557, 1 ]
4.133333
0
62
0
false
62
0
[ 0.3121533989906311, -0.05451766774058342, 0.27853521704673767, -3.1118998527526855, -0.05424341559410095, 0.3042563796043396, 0.05117248743772507 ]
[ 0.3097395896911621, 0.28280115127563477, -0.4311203956604004, 0.18022184073925018, 0.26965227723121643, 0.36187630891799927, 1 ]
4.2
0
63
0
false
63
0
[ 0.3122060000896454, -0.05314652994275093, 0.2755226790904999, -3.103559970855713, -0.06310397386550903, 0.260040819644928, 0.04195592552423477 ]
[ 0.17561371624469757, 0.1357918083667755, -0.17910003662109375, 0.34249284863471985, -0.10155152529478073, 0.03834826126694679, 1 ]
4.266667
0
64
1
false
64
0
[ 0.3122060000896454, -0.05314652994275093, 0.2755226790904999, -3.103559970855713, -0.06310397386550903, 0.260040819644928, 0.04195592552423477 ]
[ 0.17561371624469757, 0.1357918083667755, -0.17910003662109375, 0.34249284863471985, -0.10155152529478073, 0.03834826126694679, 1 ]
4.333333
0
65
0
true
65
0
[ 0.2978215217590332, 0.4632040858268738, 0.43856194615364075, -3.0994820594787598, -0.07611624151468277, 1.447175145149231, 0.4385138750076294 ]
[ 0.0916176363825798, 0.07994845509529114, -0.1238107681274414, -0.05385836586356163, 0.09019304811954498, 0.06078653037548065, 0 ]
0
1
0
0
false
66
1
[ 0.3017853796482086, 0.4633929431438446, 0.43833890557289124, -3.1025445461273193, -0.08283796906471252, 1.453715205192566, 0.4360673427581787 ]
[ 0.0668177530169487, 0.07013121247291565, -0.07066726684570312, -0.09922817349433899, -0.0004344196058809757, 0.07746826857328415, 0 ]
0.066667
1
1
0
false
67
1
[ 0.30443233251571655, 0.4635089933872223, 0.4372962713241577, -3.1028177738189697, -0.08582320809364319, 1.4580049514770508, 0.4346660375595093 ]
[ 0.16735400259494781, 0.07081925123929977, -0.1123189926147461, -0.045701298862695694, 0.01479673758149147, 0.026862680912017822, 0 ]
0.133333
1
2
0
false
68
1
[ 0.30642417073249817, 0.46418026089668274, 0.4358440637588501, -3.102360963821411, -0.08836058527231216, 1.462108850479126, 0.43411678075790405 ]
[ 0.2701188325881958, 0.09372620284557343, -0.12662410736083984, -0.04446026310324669, 0.01922636665403843, -0.007474309299141169, 0 ]
0.2
1
3
0
false
69
1
[ 0.3083112835884094, 0.46540892124176025, 0.43436169624328613, -3.1023950576782227, -0.09196718782186508, 1.4665064811706543, 0.4339560568332672 ]
[ 0.2753412425518036, 0.08774829655885696, -0.03082752227783203, -0.020152611657977104, -0.07933580875396729, 0.0001443760993424803, 0 ]
0.266667
1
4
0
false
70
1
[ 0.31019675731658936, 0.46633702516555786, 0.43267616629600525, -3.101824998855591, -0.09437032788991928, 1.468347191810608, 0.4335934817790985 ]
[ 0.30242738127708435, 0.08360336720943451, 0.05543828010559082, -0.03163906931877136, -0.11736305803060532, -0.040143392980098724, 0 ]
0.333333
1
5
0
false
71
1
[ 0.31295549869537354, 0.467470645904541, 0.43116235733032227, -3.1033618450164795, -0.09834680706262589, 1.4683811664581299, 0.4330503046512604 ]
[ 0.30320799350738525, 0.05634145438671112, 0.1390516757965088, 0.00018364468996878713, -0.16765806078910828, -0.04311000183224678, 0 ]
0.4
1
6
0
false
72
1
[ 0.31700247526168823, 0.4685957729816437, 0.42982733249664307, -3.1087288856506348, -0.10336512327194214, 1.4683548212051392, 0.43236052989959717 ]
[ 0.3004574477672577, 0.04132998362183571, 0.1783907413482666, -0.061288751661777496, -0.18762359023094177, 0.016326051205396652, 0 ]
0.466667
1
7
0
false
73
1
[ 0.32155677676200867, 0.4689399003982544, 0.4282970428466797, -3.116156578063965, -0.10568274557590485, 1.4686493873596191, 0.4315323829650879 ]
[ 0.22095461189746857, -0.00504704937338829, 0.07644295692443848, -0.1544910967350006, -0.08661933988332748, 0.04447810724377632, 0 ]
0.533333
1
8
0
false
74
1
[ 0.32617616653442383, 0.4696864187717438, 0.4270441234111786, -3.1230955123901367, -0.1102658063173294, 1.4690500497817993, 0.43053382635116577 ]
[ 0.2037966251373291, -0.03423384204506874, 0.013589859008789062, -0.1935223639011383, -0.045793626457452774, 0.07909902185201645, 0 ]
0.6
1
9
0
false
75
1
[ 0.3308779299259186, 0.4703347980976105, 0.4263674020767212, -3.130992889404297, -0.11576258391141891, 1.469917893409729, 0.42935484647750854 ]
[ 0.17973995208740234, -0.006215530447661877, 0.0014901161193847656, -0.13057579100131989, -0.08992541581392288, 0.056548263877630234, 0 ]
0.666667
1
10
0
false
76
1
[ 0.3351028561592102, 0.4698261618614197, 0.42584341764450073, -3.1383984088897705, -0.11717724055051804, 1.4724276065826416, 0.42813703417778015 ]
[ 0.22525157034397125, -0.01833340898156166, 0.050008296966552734, -0.12448692321777344, -0.09492040425539017, 0.05332999303936958, 0 ]
0.733333
1
11
0
false
77
1
[ 0.3388323485851288, 0.4688362777233124, 0.4258681535720825, 3.137988805770874, -0.11680138856172562, 1.475016474723816, 0.42665162682533264 ]
[ 0.25939199328422546, 0.00681438809260726, 0.0695347785949707, -0.08662858605384827, -0.10177573561668396, 0.024356573820114136, 0 ]
0.8
1
12
0
false
78
1
[ 0.342648446559906, 0.4678831100463867, 0.42657747864723206, 3.1302428245544434, -0.11648814380168915, 1.4774359464645386, 0.4246961176395416 ]
[ 0.3017667233943939, -0.00031203977414406836, 0.07964372634887695, -0.07504129409790039, -0.08389318734407425, -0.0211483146995306, 0 ]
0.866667
1
13
0
false
79
1
[ 0.3464272618293762, 0.46690648794174194, 0.42727193236351013, 3.121548891067505, -0.11557132750749588, 1.4803677797317505, 0.422884076833725 ]
[ 0.22811460494995117, 0.003712934907525778, 0.06653070449829102, -0.0042013321071863174, -0.06751284003257751, -0.047197889536619186, 0 ]
0.933333
1
14
0
false
80
1
[ 0.3504144251346588, 0.46622464060783386, 0.42787131667137146, 3.1128573417663574, -0.1150992289185524, 1.4843541383743286, 0.42094042897224426 ]
[ 0.21647728979587555, 0.015280045568943024, -0.004744529724121094, -0.05459074676036835, -0.04355251416563988, 0.0037454257253557444, 0 ]
1
1
15
0
false
81
1
[ 0.35442236065864563, 0.46567708253860474, 0.42840930819511414, 3.105067014694214, -0.1145591214299202, 1.4860796928405762, 0.41903555393218994 ]
[ 0.1901492327451706, 0.023729879409074783, -0.057059526443481445, -0.12462227791547775, -0.024442851543426514, 0.008953920565545559, 0 ]
1.066667
1
16
0
false
82
1
[ 0.3585566580295563, 0.46519312262535095, 0.42914944887161255, 3.0979552268981934, -0.1137700304389, 1.4866714477539062, 0.4171368479728699 ]
[ 0.1811077743768692, 0.004935176111757755, -0.08706450462341309, -0.06913124024868011, 0.07248654961585999, -0.037357646971940994, 0 ]
1.133333
1
17
0
false
83
1
[ 0.362686425447464, 0.46471747756004333, 0.42975276708602905, 3.0913994312286377, -0.1124175637960434, 1.4872863292694092, 0.41531991958618164 ]
[ 0.202053502202034, -0.001512223156169057, -0.07474422454833984, -0.12099312245845795, -0.0007085349061526358, 0.012834884226322174, 0 ]
1.2
1
18
0
false
84
1
[ 0.3664070963859558, 0.4644978940486908, 0.4300733208656311, 3.0874392986297607, -0.11167804151773453, 1.487451195716858, 0.41366714239120483 ]
[ 0.24985530972480774, -0.034765925258398056, -0.10336637496948242, -0.09255048632621765, 0.07048963010311127, -0.06615827977657318, 0 ]
1.266667
1
19
0
false
85
1
[ 0.3698820471763611, 0.46442171931266785, 0.4300667345523834, 3.0851168632507324, -0.11132027208805084, 1.4880419969558716, 0.4120118021965027 ]
[ 0.2310110330581665, -0.044698793441057205, -0.14761686325073242, -0.09308288246393204, 0.08410301059484482, -0.09078715741634369, 0 ]
1.333333
1
20
0
false
86
1
[ 0.3737086355686188, 0.4641612470149994, 0.42941349744796753, 3.083042621612549, -0.10982418060302734, 1.4879432916641235, 0.41069382429122925 ]
[ 0.23500549793243408, -0.053840070962905884, -0.12819170951843262, -0.11370860040187836, 0.08001616597175598, -0.12405844032764435, 0 ]
1.4
1
21
0
false
87
1
[ 0.3779802620410919, 0.4633946716785431, 0.4280201494693756, 3.080533742904663, -0.10643136501312256, 1.4867744445800781, 0.4097340703010559 ]
[ 0.2134236991405487, -0.06826581060886383, -0.08311867713928223, -0.0941619947552681, 0.05669902265071869, -0.10796112567186356, 0 ]
1.466667
1
22
0
false
88
1
[ 0.382030189037323, 0.4624778628349304, 0.42625173926353455, 3.0790910720825195, -0.10287117213010788, 1.4849951267242432, 0.4089306592941284 ]
[ 0.10768682509660721, -0.022383857518434525, 0.08730888366699219, 0.07052858173847198, -0.009560256265103817, -0.042689450085163116, 0 ]
1.533333
1
23
0
false
89
1
[ 0.3860686123371124, 0.46152055263519287, 0.4240590035915375, 3.0787618160247803, -0.09918690472841263, 1.482776165008545, 0.40839579701423645 ]
[ -0.12411458045244217, 0.034136466681957245, 0.38289427757263184, 0.2819659113883972, -0.16894733905792236, 0.14843474328517914, 0 ]
1.6
1
24
0
false
90
1
[ 0.38987550139427185, 0.4611016511917114, 0.42231398820877075, 3.0801684856414795, -0.09783180803060532, 1.4798380136489868, 0.408098042011261 ]
[ -0.30970215797424316, 0.0126208970323205, 0.5178272724151611, 0.28377482295036316, -0.034957338124513626, 0.2312324494123459, 0 ]
1.666667
1
25
0
false
91
1
[ 0.392619788646698, 0.46206748485565186, 0.42304760217666626, 3.080960988998413, -0.10154561698436737, 1.4779726266860962, 0.4080457389354706 ]
[ -0.479113906621933, -0.03197796642780304, 0.6562948226928711, 0.4380190968513489, 0.36990922689437866, 0.3935878276824951, 0 ]
1.733333
1
26
0
false
92
1
[ 0.39519572257995605, 0.46316811442375183, 0.4240838885307312, 3.081118106842041, -0.10552137345075607, 1.4783357381820679, 0.4079911708831787 ]
[ -0.4922668933868408, -0.006952574942260981, 0.5535364151000977, -0.04977206140756607, 0.13627508282661438, 0.6120150685310364, 0 ]
1.8
1
27
0
false
93
1
[ 0.3969671428203583, 0.46452999114990234, 0.42604950070381165, 3.0796775817871094, -0.10981974750757217, 1.483901023864746, 0.4080179035663605 ]
[ -0.362091600894928, -0.039995498955249786, 0.4018068313598633, -0.2568904161453247, 0.10379315167665482, 0.42266881465911865, 0 ]
1.866667
1
28
0
false
94
1
[ 0.39733415842056274, 0.4656905233860016, 0.429350882768631, 3.0773098468780518, -0.1126856654882431, 1.496834397315979, 0.40885424613952637 ]
[ -0.32478776574134827, -0.13202600181102753, 0.47455430030822754, -0.2536120116710663, 0.06635084003210068, 0.29586684703826904, 0 ]
1.933333
1
29
0
false
95
1
[ 0.3957178294658661, 0.46622535586357117, 0.43376076221466064, 3.0772392749786377, -0.11160390079021454, 1.5143232345581055, 0.41064533591270447 ]
[ -0.201133131980896, -0.11394724249839783, 0.5072891712188721, -0.3119954764842987, -0.09040658175945282, 0.12854203581809998, 0 ]
2
1
30
0
false
96
1
[ 0.39217671751976013, 0.46612271666526794, 0.43943750858306885, 3.0811562538146973, -0.10582533478736877, 1.532839059829712, 0.4132012724876404 ]
[ -0.17271582782268524, -0.1128460168838501, 0.5794405937194824, -0.15486538410186768, -0.022633105516433716, 0.13513244688510895, 1 ]
2.066667
1
31
0
false
97
1
[ 0.3875954747200012, 0.4654773771762848, 0.44680798053741455, 3.086623430252075, -0.09743016213178635, 1.5469027757644653, 0.4162054657936096 ]
[ -0.064014732837677, -0.026388252153992653, 0.5959808826446533, 0.10516118258237839, -0.3683381676673889, 0.06373906135559082, 1 ]
2.133333
1
32
0
false
98
1
[ 0.38270503282546997, 0.4646281898021698, 0.45588234066963196, 3.092258930206299, -0.08968648314476013, 1.5553094148635864, 0.41997209191322327 ]
[ -0.04478766769170761, 0.043204911053180695, 0.44832825660705566, -0.012029442004859447, -0.16518725454807281, 0.23494486510753632, 1 ]
2.2
1
33
0
false
99
1

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "unknown",
    "total_episodes": 3603,
    "total_frames": 237798,
    "total_tasks": 406,
    "total_videos": 7206,
    "total_chunks": 4,
    "chunks_size": 1000,
    "fps": 15,
    "splits": {
        "train": "0:3603"
    },
    "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.rgb_static": {
            "dtype": "video",
            "shape": [
                150,
                200,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ],
            "video_info": {
                "video.fps": 15.0,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.images.rgb_gripper": {
            "dtype": "video",
            "shape": [
                84,
                84,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ],
            "video_info": {
                "video.fps": 15.0,
                "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": [
                7
            ],
            "names": {
                "motors": [
                    "motor_0",
                    "motor_1",
                    "motor_2",
                    "motor_3",
                    "motor_4",
                    "motor_5",
                    "motor_6"
                ]
            }
        },
        "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:

@inproceedings{rosete2022tacorl,
    author = {Erick Rosete-Beas and Oier Mees and Gabriel Kalweit and Joschka Boedecker and Wolfram Burgard},
    title = {Latent Plans for Task Agnostic Offline Reinforcement Learning},
    journal = {Proceedings of the 6th Conference on Robot Learning (CoRL)},
    year = {2022}
}
@inproceedings{mees23hulc2,
    title={Grounding  Language  with  Visual  Affordances  over  Unstructured  Data},
    author={Oier Mees and Jessica Borja-Diaz and Wolfram Burgard},
    booktitle = {Proceedings of the IEEE International Conference on Robotics and Automation (ICRA)},
    year={2023},
    address = {London, UK}
}
Downloads last month
1,946