Keterangan :
Beranda : https://github.com/jimmyyhwu/tidybot
Kode sumber :
tfds.robotics.rtx.Tidybot
Versi :
-
0.1.0
(default): Rilis awal.
-
Ukuran unduhan :
Unknown size
Ukuran kumpulan data :
20.16 MiB
Cache otomatis ( dokumentasi ): Ya
Perpecahan :
Membelah | Contoh |
---|---|
'train' | 24 |
- Struktur fitur :
FeaturesDict({
'episode_metadata': FeaturesDict({
'file_path': string,
}),
'steps': Dataset({
'action': string,
'discount': Scalar(shape=(), dtype=float32),
'is_first': bool,
'is_last': bool,
'is_terminal': bool,
'language_embedding': Tensor(shape=(512,), dtype=float32),
'language_instruction': string,
'observation': FeaturesDict({
'image': Image(shape=(360, 640, 3), dtype=uint8),
'object': string,
'receptacles': Sequence(string),
}),
'reward': Scalar(shape=(), dtype=float32),
}),
})
- Dokumentasi fitur :
Fitur | Kelas | Membentuk | Tipe D | Keterangan |
---|---|---|---|---|
FiturDict | ||||
episode_metadata | FiturDict | |||
episode_metadata/file_path | Tensor | rangkaian | ||
tangga | Kumpulan data | |||
langkah/tindakan | Tensor | rangkaian | ||
langkah/diskon | Skalar | float32 | ||
langkah/adalah_pertama | Tensor | bodoh | ||
langkah/adalah_terakhir | Tensor | bodoh | ||
langkah/is_terminal | Tensor | bodoh | ||
langkah/bahasa_embedding | Tensor | (512,) | float32 | |
langkah/bahasa_instruksi | Tensor | rangkaian | ||
langkah/pengamatan | FiturDict | |||
langkah/pengamatan/gambar | Gambar | (360, 640, 3) | uint8 | |
langkah/pengamatan/objek | Tensor | rangkaian | ||
tangga/pengamatan/wadah | Urutan (Tensor) | (Tidak ada,) | rangkaian | |
langkah/hadiah | Skalar | float32 |
Kunci yang diawasi (Lihat dokumen
as_supervised
):None
Gambar ( tfds.show_examples ): Tidak didukung.
Contoh ( tfds.as_dataframe ):
- Kutipan :
@article{wu2023tidybot,title = {TidyBot: Personalized Robot Assistance with Large Language Models},author = {Wu, Jimmy and Antonova, Rika and Kan, Adam and Lepert, Marion and Zeng, Andy and Song, Shuran and Bohg, Jeannette and Rusinkiewicz, Szymon and Funkhouser, Thomas},journal = {Autonomous Robots},year = {2023} }