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Multiple sequence alignment based on deep reinforcement learning with self-attention and positional encoding.
Yuhang Liu
Hao Yuan
Qiang Zhang
Zixuan Wang
Shuwen Xiong
Naifeng Wen
Yongqing Zhang
Published in:
Bioinform. (2023)
Keyphrases
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multiple sequence alignment
reinforcement learning
memory efficient
protein sequences
computational biology
multiple alignment
biological sequences
genetic algorithm
state space
secondary structure
learning algorithm
databases
neural network
constraint satisfaction
sequence alignment