Transfer Task-averaged Natural Gradient for Efficient Many-task Optimization (TNG-NES)

Email: int_lyc@cug.edu.cn

Reference

@Article{Li2024TNG-NES,
  title    = {Transfer Task-averaged Natural Gradient for Efficient Many-task Optimization},
  author   = {Li, Yanchi and Gong, Wenyin and Gu, Qiong},
  journal  = {IEEE Transactions on Evolutionary Computation},
  year     = {2024},
  doi      = {10.1109/TEVC.2024.3459862},
}

Note

The MTO-Platform (MToP) has incorporated the relevant algorithm at:

https://github.com/intLyc/MTO-Platform/tree/master/MTO/Algorithms/Multi-task/Many-task/TNG-NES

MToP provides convenient utility functions. We highly recommend using it for code running. https://github.com/intLyc/MTO-Platform

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