Thinklab-SJTU / PPO-BiHybLinks
Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".
☆103Updated 2 years ago
Alternatives and similar repositories for PPO-BiHyb
Users that are interested in PPO-BiHyb are comparing it to the libraries listed below
Sorting:
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Updated 5 years ago
- ☆34Updated 3 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆57Updated 6 months ago
- ☆23Updated last year
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆65Updated 2 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆239Updated 4 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆231Updated last year
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆53Updated 2 years ago
- ☆163Updated 5 years ago
- ☆134Updated 3 years ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆45Updated last year
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆74Updated 3 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆80Updated 6 months ago
- ☆25Updated 3 years ago
- Predict and search framework for MilP☆62Updated 3 years ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆50Updated 3 years ago
- ☆45Updated 7 months ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆165Updated 5 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆117Updated last year
- Official implementation of H-TSP (AAAI2023)☆55Updated 8 months ago
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆45Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆120Updated 2 years ago
- Efficient Active Search☆53Updated 3 years ago
- Attention based model for learning to solve different routing problems☆43Updated 3 years ago
- Graph Neural Network architecture to solve the decision variant of the Traveling Salesperson Problem (is there a Hamiltonian tour in G wi…☆119Updated 5 years ago
- ☆42Updated 2 years ago
- ☆27Updated 4 years ago
- ☆109Updated 5 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆85Updated 3 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆174Updated last year