Transformer trained with DAgger
Transformer acquisition policy trained by the DAgger imitation-learning algorithm.
Results are recorded on linked configurations and versions of this method. Their settings and evaluations are kept separate below.
Results on linked records
This method has no results of its own in this release. One linked record has results. They are not assigned to the underlying method: each record keeps its own settings and evaluations, and its scores are on its own page.
- Transformer trained with DAgger (AssayBench-Loop) Configuration · configuration of this method · 1 evaluation · 10 results
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How it works, versions and access
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Evidence
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Evidence table
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Sources and history
Release 2026-10-23-5347695500ed · Record review: source checked
1 source record and release history
- Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens · Original source · arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed
Technical metadata and extraction receipts
Stable ID: ucpheno-20261022-method-transformer-dagger
- areas
- cells-tissues
- contexts
- research
- method types
- supervised_machine_learning
- reported name
- Transformer trained with DAgger
- entity level
- method
- source locator
- Supplementary Table 4 row label 'Transformer + DAgger [39]'; reference [39]
- missing metadata
- version: reason: inapplicable; note: Family record; settings are on configurations
- provenance note
- Appears only as a row label in Supplementary Table 4; the Methods do not describe it, so the description is limited to what the label states.
Related records
- configuration of: Transformer trained with DAgger (AssayBench-Loop)