Text · dataset · 2026
sabaridsnfuji/repro-off-policy-learning-in-large-action-spaces-optimization-matters-more-than-estimation
Listed in Hugging Face Datasets
Description
Reproduction: Off-Policy Learning in Large Action Spaces - Optimization Matters More Than Estimation Paper Information Title: Off-Policy Learning in Large Action Spaces: Optimization Matters More Than Estimation OpenReview ID: srIStBTJiu Conference: ICML 2026 Task: Compare optimization landscapes of IPS vs PWLL for off-policy policy learning Reproduction
Summary
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This reproduction evaluates the paper's core thesis: optimization landscape (not… See the full description on the dataset page: huggingface.co/datasets/sabaridsnfuji/repro-off-policy-learning-in-large-action-spaces-optimization-matters-more-than-estimation.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/sabaridsnfuji/repro-off-policy-learning-in-large-acti… ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/sabaridsnfuji/repro-off-policy-learning-in-large-… ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text
- From keywords
- Computer Science & AI
- Inferred from text
- Machine learning 73%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | sabaridsnfuji/repro-off-policy-learning-in-large-action-spaces-optimization-matters-more-than-estimation | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4611 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · 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 |
| 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 |