cwfparsonson / retro_branching
Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.
☆34Updated 2 years ago
Alternatives and similar repositories for retro_branching
Users that are interested in retro_branching are comparing it to the libraries listed below
Sorting:
- ☆18Updated 7 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆103Updated 2 years ago
- Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'☆40Updated 5 years ago
- Predict and search framework for MilP☆53Updated 2 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆23Updated last year
- Population-Based Reinforcement Learning for Combinatorial Optimization☆73Updated last year
- Neural Network for solving challenging Combinatorial Optimization Problems☆54Updated this week
- ☆46Updated 3 years ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆67Updated last month
- ☆47Updated 2 years ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆38Updated 10 months ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆37Updated 8 months ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆64Updated last year
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆67Updated 3 years ago
- ☆31Updated 2 years ago
- ☆24Updated 3 years ago
- ☆39Updated last year
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆50Updated last year
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆25Updated last month
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆61Updated 3 years ago
- ☆26Updated 3 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆51Updated last year
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆27Updated last month
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆20Updated 2 weeks ago
- ☆131Updated 2 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆191Updated 4 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
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- Efficient Active Search☆49Updated 3 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆98Updated 2 years ago