Equity-Transformer: Solving NP-hard Min-Max Routing Problems as
Sequential Generation with Equity Context

Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context

5 June 2023

Jinkyoo Park

Papers citing "Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context"

9 / 9 papers shown

Title
USPR: Learning a Unified Solver for Profiled Routing Chuanbo Hua Federico Berto Zhikai Zhao Jiwoo Son Changhyun Kwon Jinkyoo Park 54 0 0 08 May 2025
A Coalition Game for On-demand Multi-modal 3D Automated Delivery System Farzan Moosavi Bilal Farooq 45 0 0 23 Dec 2024
Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization Federico Berto Chuanbo Hua Laurin Luttmann Jiwoo Son Junyoung Park Kyuree Ahn Changhyun Kwon Lin Xie Jinkyoo Park 46 1 0 05 Sep 2024
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives Xuan Wu Di Wang Lijie Wen Yubin Xiao Chunguo Wu Yuesong Wu Chaoyu Yu D. Maskell You Zhou 83 6 0 01 Jun 2024
Ant Colony Sampling with GFlowNets for Combinatorial Optimization Minsu Kim Sanghyeok Choi Hyeon-Seob Kim Jiwoo Son Jinkyoo Park Yoshua Bengio 48 25 0 11 Mar 2024
Large Language Models as Hyper-Heuristics for Combinatorial Optimization Haoran Ye Jiarui Wang Zhiguang Cao Federico Berto Chuanbo Hua Haeyeon Kim Jinkyoo Park Guojie Song 59 50 0 02 Feb 2024
Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization Hyeon-Seob Kim Minsu Kim SungSoo Ahn Jinkyoo Park OffRL 50 7 0 02 Jun 2023
Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization Minsu Kim Junyoung Park Jinkyoo Park 83 82 0 26 May 2022
Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning Jingwen Li Liang Xin Zhiguang Cao Andrew Lim Wen Song Jie Zhang 70 86 0 06 Oct 2021