Hugging Face's logo

Datasets:
blanchon
/
tinyworlds_parquet

Tasks:
Reinforcement Learning
ArXiv:
Tags:
world-models
video-prediction
games
retro
tinyworlds
License:
Dataset card Files
xet
 Community
1
Dataset Viewer
Auto-converted to Parquet Duplicate
Search is not available for this dataset
image
imagewidth (px)
128
128
episode
int32
0
0
frame_index
int32
0
72.4k
0
0
0
1
0
2
0
3
0
4
0
5
0
6
0
7
0
8
0
9
0
10
0
11
0
12
0
13
0
14
0
15
0
16
0
17
0
18
0
19
0
20
0
21
0
22
0
23
0
24
0
25
0
26
0
27
0
28
0
29
0
30
0
31
0
32
0
33
0
34
0
35
0
36
0
37
0
38
0
39
0
40
0
41
0
42
0
43
0
44
0
45
0
46
0
47
0
48
0
49
0
50
0
51
0
52
0
53
0
54
0
55
0
56
0
57
0
58
0
59
0
60
0
61
0
62
0
63
0
64
0
65
0
66
0
67
0
68
0
69
0
70
0
71
0
72
0
73
0
74
0
75
0
76
0
77
0
78
0
79
0
80
0
81
0
82
0
83
0
84
0
85
0
86
0
87
0
88
0
89
0
90
0
91
0
92
0
93
0
94
0
95
0
96
0
97
0
98
0
99
End of preview. Expand in Data Studio

TinyWorlds (parquet)

Retro game frames from AlmondGod/tinyworlds, repackaged into a uniform per-frame parquet schema with one split per game for fast, random-access frame loading.

TinyWorlds is a Genie reimplementation: it has no action labels and learns latent actions from video alone. These splits are therefore action-less -- ideal for training an image tokenizer (RAE/VAE) or an unconditional video world model.

Splits

split resolution ~fps actions
zelda 128x128 ~15 none (latent)
pong 64x64 ~30 none (latent)
sonic 64x64 ~15 none (latent)
picodoom 64x64 ~30 none (latent)
pole_position 64x64 ~15 none (latent)

Schema

Each row is one frame, in playback order (a single contiguous episode per game):

  • image — the RGB game frame (Image, PNG, lossless)
  • episode — contiguous-play segment id (always 0 here; one continuous sequence per game)
  • frame_index — frame position within the episode

Usage 

from datasets import load_dataset
zelda = load_dataset("blanchon/tinyworlds_parquet", split="zelda")
zelda[0]["image"]  # PIL.Image

Derived from AlmondGod/tinyworlds (game footage downsampled from gameplay videos). Provenance and upstream license follow the original; redistributed here for research.
Downloads last month
17
Number of rows:
286,856
Total file size:
2.55 GB

Paper for blanchon/tinyworlds_parquet