2 papers
cs.LG2025
Improved Exploration in GFlownets via Enhanced Epistemic Neural Networks
Sajan Muhammad, Salem Lahlou
Efficiently identifying the right trajectories for training remains an open problem in GFlowNets. To address this, it is essential to prioritize exploration in regions of the state…
cs.LG2025
Curriculum-Augmented GFlowNets For mRNA Sequence Generation
Aya Laajil, Abduragim Shtanchaev, Sajan Muhammad +2
Designing mRNA sequences is a major challenge in developing next-generation therapeutics, since it involves exploring a vast space of possible nucleotide combinations while optimiz…