Abstract: Self-play (SP) is a method in Reinforcement Learning (RL) where an agent learns from the environment by playing against itself until the policy ...
5 days ago · In this paper, we show how the RNA sequence design problem where a sequence is designed to match a given target structure can be modelled ...
Designing RNA Sequences by Self-play. January 2022. DOI:10.5220 ... Our proposed model (SPRNA) learns to accurately design RNA sequences based on self-improving ...
In this paper, we present an RNA Inverse Folding model that performs a single-step look-ahead to select optimal RNA base and base pairs to design RNA sequences.
Ribonucleic acid (RNA) sequence controls many biological functions in the body of living organisms including protein synthesis and gene regulations.
In this paper, we present an RNA Inverse Folding model that performs a single-step look-ahead to select optimal RNA base and base pairs to design RNA sequences.
Dec 1, 2023 · This review provides an extensive update on RNA–RNA interaction (RRI) analysis via thermodynamic- and comparative-based RNA secondary structure prediction (RSP)
In this paper, we present an RNA Inverse Folding model that performs a single-step look-ahead to select optimal RNA base and base pairs to design RNA sequences.
A robust set of tools that enable the prediction of RNA function and the inverse design of functional sequences could greatly accelerate the deployment of RNA ...
Apr 4, 2024 · The design of therapeutic small RNAs begins with the identification of target genes and the prediction of RNA secondary structures.