An adaptive Decision Transformer policy, trained on heuristic-generated trajectories, is claimed to beat the non-adaptive query-count bound for quantitative group testing.
Group testing under sum observations for heavy hitter detection
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IT 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Learning to Ask: Decision Transformers for Adaptive Quantitative Group Testing
An adaptive Decision Transformer policy, trained on heuristic-generated trajectories, is claimed to beat the non-adaptive query-count bound for quantitative group testing.