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1. ai4co/rl4co ai4co/rl4co Public

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

   Python 534 94

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 139 31

3. 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 42 3

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 97 23

5. flint-xf-fan/Byzantine-Federated-RL flint-xf-fan/Byzantine-Federated-RL Public

   [NeurIPS2021] Federated Reinforcement Learning with Theoretical Guarantees. The repo contains code and experiments for our Federated Policy Gradient with Byzantine Resilience framework for improvin…

   Python 92 12

6. GMC-DRL/MetaBox GMC-DRL/MetaBox Public

   MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://proceedings.neurips.cc/paper_files/paper/2023/hash/232eee8ef411a0a316efa298d7be3c2b-Abstract-Datas…

   Python 71 9