instadeepai / poppyLinks
Population-Based Reinforcement Learning for Combinatorial Optimization
☆76Updated last year
Alternatives and similar repositories for poppy
Users that are interested in poppy are comparing it to the libraries listed below
Sorting:
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆39Updated last year
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆27Updated 3 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆109Updated 2 years ago
- ☆40Updated last year
- Efficient Active Search☆52Updated 3 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆51Updated 3 weeks ago
- codes for the paper "Simulation-guided Beam Search for Neural Combinatorial Optimization"☆39Updated 2 years ago
- Attention based model for learning to solve different routing problems☆40Updated 3 years ago
- ☆21Updated 2 years ago
- Official Implementation of Memento☆18Updated 7 months ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆28Updated 2 months ago
- Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.☆34Updated 2 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆55Updated last year
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆23Updated last month
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆27Updated 3 years ago
- Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem☆28Updated 2 years ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆70Updated last month
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆69Updated 3 years ago
- ☆49Updated 2 years ago
- ☆26Updated last year
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆61Updated 3 years ago
- DPDP☆100Updated 2 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆60Updated 2 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆53Updated 4 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆109Updated last year
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆70Updated 3 weeks ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆64Updated 2 years ago
- PyTorch code for the NAR4TSP.☆23Updated 7 months ago
- Official implementation of H-TSP (AAAI2023)☆50Updated 3 months ago
- Neural Combinatorial Optimization☆62Updated this week