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cs.LG2020★ 12 cited
Solve Traveling Salesman Problem by Monte Carlo Tree Search and Deep Neural Network
Zhihao Xing, Shikui Tu, Lei Xu
We present a self-learning approach that combines deep reinforcement learning and Monte Carlo tree search to solve the traveling salesman problem. The proposed approach has two adv…
cs.LG2019★ 6 cited
Revisit Lmser and its further development based on convolutional layers
Wenjing Huang, Shikui Tu, Lei Xu
Proposed in 1991, Least Mean Square Error Reconstruction for self-organizing network, shortly Lmser, was a further development of the traditional auto-encoder (AE) by folding the a…