Thinklab-SJTU / PPO-BiHyb
Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".
☆98Updated 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
- ☆23Updated last year
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆56Updated last year
- ☆31Updated 2 years ago
- Predict and search framework for MilP☆53Updated 2 years ago
- ☆42Updated last week
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆49Updated 3 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆50Updated last year
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆37Updated 8 months ago
- ☆26Updated 3 years ago
- Efficient Active Search☆49Updated 3 years ago
- ☆38Updated last year
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆31Updated 7 months ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆67Updated 3 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆99Updated 2 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆26Updated 3 years ago
- Paper collection of reinforcement learning based combinatorial optimization☆51Updated 4 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆61Updated 3 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆198Updated 7 months ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆62Updated 3 months ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆64Updated last year
- ☆11Updated 5 years ago
- ☆132Updated 2 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆68Updated 9 months ago
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆39Updated last year
- ☆11Updated 3 years ago
- ☆51Updated 3 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆48Updated last year
- ☆22Updated last year
- Implementation of Learning Combinatorial Optimization Algorithms over Graphs, by Hanjun Dai et al. (2017)☆33Updated 7 years ago