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1. ai4co/rl4co ai4co/rl4co Public

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

   Python 427 79

2. 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 38 3

3. 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 53 16

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 88 22

5. GMC-DRL/MetaBox GMC-DRL/MetaBox Public

   MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252)

   Python 54 8

6. jingwenli0312/HCVRP_DRL jingwenli0312/HCVRP_DRL Public

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

   Python 128 31