Data · dataset · 2022
conglu/vd4rl
Listed in Hugging Face Datasets
Description
V-D4RL V-D4RL provides pixel-based analogues of the popular D4RL benchmarking tasks, derived from the dm_control suite, along with natural extensions of two state-of-the-art online pixel-based continuous control algorithms, DrQ-v2 and DreamerV2, to the offline setting. For further details, please see the paper: Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations; Cong Lu*, Philip J. Ball*, Tim G. J. Rudner, Jack Parker-Holder, Michael A. Osborne… See the full description on the dataset page: huggingface.co/datasets/conglu/vd4rl.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/conglu/vd4rl ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2206.04779 arxiv.org/abs/2206.04779 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/conglu/vd4rl ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI · Reinforcement learning
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | conglu/vd4rl | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |