GenCircuit-RL uses hierarchical verification rewards and curriculum learning in RL to generate correct genetic circuit code in SBOL, improving functional task success by 14-16 points and generalizing to novel biological parts.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
GenCircuit-RL: Reinforcement Learning from Hierarchical Verification for Genetic Circuit Design
GenCircuit-RL uses hierarchical verification rewards and curriculum learning in RL to generate correct genetic circuit code in SBOL, improving functional task success by 14-16 points and generalizing to novel biological parts.