Search Results for author: Xuanhao Pan

Found 3 papers, 2 papers with code

Towards Principled Task Grouping for Multi-Task Learning

no code implementations23 Feb 2024 Chenguang Wang, Xuanhao Pan, Tianshu Yu

This paper presents a novel approach to task grouping in Multitask Learning (MTL), advancing beyond existing methods by addressing key theoretical and practical limitations.

Combinatorial Optimization Multi-Task Learning +1

Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem

1 code implementation19 Apr 2023 Yan Jin, Yuandong Ding, Xuanhao Pan, Kun He, Li Zhao, Tao Qin, Lei Song, Jiang Bian

Traveling Salesman Problem (TSP), as a classic routing optimization problem originally arising in the domain of transportation and logistics, has become a critical task in broader domains, such as manufacturing and biology.

Decoder Traveling Salesman Problem

H-TSP: Hierarchically Solving the Large-Scale Travelling Salesman Problem

1 code implementation19 Apr 2023 Xuanhao Pan, Yan Jin, Yuandong Ding, Mingxiao Feng, Li Zhao, Lei Song, Jiang Bian

We propose an end-to-end learning framework based on hierarchical reinforcement learning, called H-TSP, for addressing the large-scale Travelling Salesman Problem (TSP).

Hierarchical Reinforcement Learning reinforcement-learning

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