tomdbar / ecordLinks
Supporting code for "Learning to Solve Combinatorial Graph Partitioning Problems via Efficient Exploration".
☆14Updated 3 years ago
Alternatives and similar repositories for ecord
Users that are interested in ecord are comparing it to the libraries listed below
Sorting:
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆223Updated last year
- ☆37Updated 6 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆66Updated 2 years ago
- ☆43Updated 5 months ago
- A benchmarking suite for maximum independent set solvers.☆53Updated last year
- Reinforcement learning for combinatorial optimization over directed graphs☆41Updated 2 years ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆50Updated 3 years ago
- ☆160Updated last year
- This collection of papers can be used to summarize research about graph reinforcement learning for the convenience of researchers.☆191Updated 10 months ago
- ☆23Updated last year
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆67Updated 3 months ago
- Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.☆34Updated 2 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆235Updated 4 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆101Updated 2 years ago
- ☆27Updated 4 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆137Updated 3 years ago
- Neural Combinatorial Optimization☆70Updated 2 weeks ago
- codes for the paper "Simulation-guided Beam Search for Neural Combinatorial Optimization"☆42Updated 3 years ago
- ☆35Updated 2 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆27Updated 6 months ago
- ☆132Updated 2 years ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆34Updated last year
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆64Updated 2 years ago
- Codes for AAAI22 paper "Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum"☆22Updated 3 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆54Updated last year
- ☆11Updated 4 years ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆41Updated last year
- Code for TSP Transformer☆190Updated 4 years ago
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Updated last year