jingwenli0312 / Heterogeneous-Attentions-PDP-DRL
☆53Updated 2 years ago
Alternatives and similar repositories for Heterogeneous-Attentions-PDP-DRL:
Users that are interested in Heterogeneous-Attentions-PDP-DRL are comparing it to the libraries listed below
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆56Updated 2 years ago
- ☆51Updated 3 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆97Updated 9 months ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆50Updated 4 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆58Updated 2 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆90Updated 2 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆139Updated 2 years ago
- Official implementation of paper "Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning"☆42Updated 2 years ago
- My implementation of solving the Capacitated Vehicle Routing Problem in the paper "Attention, learn to solve routing problems"☆44Updated 4 years ago
- ☆47Updated 2 years ago
- Efficient Active Search☆48Updated 3 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆52Updated 9 months ago
- ☆20Updated 3 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆48Updated last year
- A Reinforcement Learning Approach for Optimizing Multiple Traveling Salesman Problems over Graphs☆33Updated 4 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆67Updated 3 years ago
- A Reinforcement Learning Approach to the Orienteering Problem with Time Windows☆24Updated 3 years ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆36Updated 3 years ago
- ☆131Updated 2 years ago
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆91Updated 4 years ago
- Detian Kong, Yining Ma, Zhiguang Cao, Tianshu Yu and Jianhua Xiao, "Efficient Neural Collaborative Search for Pickup and Delivery Problem…☆10Updated last month
- PyTorch implementation of GCN-NPEC in "Efficiently Solving the Practical Vehicle Routing Problem: A Novel Joint Learning Approach"☆45Updated 2 years ago
- Implementation for the paper "A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems".☆39Updated last year
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆97Updated last year
- A Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with Drone☆42Updated 2 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆23Updated last year
- "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver☆185Updated 4 years ago
- Official implementation of H-TSP (AAAI2023)☆46Updated this week
- Reinplemtation of paper "A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs"☆58Updated 3 years ago
- ☆39Updated last year