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Neural Combinatorial Rl Pytorch ⭐ 257

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

Np Hard Deep Reinforcement Learning ⭐ 231

pytorch neural combinatorial optimization

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

Vrp Dact ⭐ 47

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

Sinkhorn Policy Gradient.pytorch ⭐ 29

Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"

Reinforcement learning for operation research problems with OpenAI Gym and CleanRL

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.

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