Pinned

1. ai4co/rl4co ai4co/rl4co Public

   A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

   Python 281 56

2. jingwenli0312/HCVRP_DRL jingwenli0312/HCVRP_DRL Public

   This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"

   Python 114 30

3. TSP-improve TSP-improve Public

   An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP problem.

   Jupyter Notebook 84 27

4. VRP-DACT VRP-DACT Public

   This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has been accepted at NeurIPS 2021.

   Jupyter Notebook 81 21

5. NeuOpt NeuOpt Public

   This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", which has been accepted at NeurIPS 2023.

   Jupyter Notebook 29 2

6. PDP-N2S PDP-N2S Public

   This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short oral at IJCAI 2022.

   Python 47 14