Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Learning adaptive differential evolution algorithm from optimization experiences by policy gradient


Feb 06, 2021
Jianyong Sun , Xin Liu , Thomas Bäck , Zongben Xu


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Amortized Variational Deep Q Network


Nov 03, 2020
Haotian Zhang , Yuhao Wang , Jianyong Sun , Zongben Xu

* Accepted to appear in the Deep Reinforcement Learning Workshop at NeurIPS 2020 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Graph Neural Network Encoding for Community Detection in Attribute Networks


Jun 06, 2020
Jianyong Sun , Wei Zheng , Qingfu Zhang , Zongben Xu


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

On Hyper-parameter Tuning for Stochastic Optimization Algorithms


Mar 10, 2020
Haotian Zhang , Jianyong Sun , Zongben Xu

* Our explanation of reinforcement learning for adjustment algorithm is far fetched in Section ?B 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning to be Global Optimizer


Mar 10, 2020
Haotian Zhang , Jianyong Sun , Zongben Xu


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Adaptive Structural Hyper-Parameter Configuration by Q-Learning


Mar 02, 2020
Haotian Zhang , Jianyong Sun , Zongben Xu


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Multi-Objectivizing Sum-of-the-Parts Combinatorial Optimization Problems by Random Objective Decomposition


Nov 19, 2019
Jialong Shi , Jianyong Sun , Qingfu Zhang


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Novel Multi-Objectivization Approaches for the Sum-of-the-Parts Combinatorial Optimization Problems


Nov 12, 2019
Jialong Shi , Jianyong Sun , Qingfu Zhang


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

From Adaptive Kernel Density Estimation to Sparse Mixture Models


Dec 11, 2018
Colas Schretter , Jianyong Sun , Peter Schelkens

* in Proceedings of iTWIST'18, Paper-ID: 20, Marseille, France, November, 21-23, 2018 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>