paulorocosta / learning-2opt-drl
Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning
☆51Updated 4 years ago
Alternatives and similar repositories for learning-2opt-drl:
Users that are interested in learning-2opt-drl are comparing it to the libraries listed below
- ☆51Updated 3 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆61Updated 3 years ago
- ☆54Updated 2 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆92Updated 2 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆57Updated 2 years ago
- Efficient Active Search☆49Updated 3 years ago
- My implementation of solving the Capacitated Vehicle Routing Problem in the paper "Attention, learn to solve routing problems"☆44Updated 5 years ago
- A Reinforcement Learning Approach to the Orienteering Problem with Time Windows☆25Updated 3 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆101Updated 11 months ago
- ☆38Updated last year
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆50Updated last year
- Implementation for the paper "A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems".☆40Updated last year
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆99Updated 2 years ago
- Official implementation of paper "Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning"☆43Updated 2 years ago
- ☆131Updated 2 years ago
- Reinforcement learning for vrptw☆33Updated 4 years ago
- ☆24Updated 3 years ago
- ☆107Updated 4 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆76Updated 3 months ago
- ☆18Updated last year
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆53Updated 11 months ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆144Updated 2 years ago
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆21Updated last year
- DPDP☆100Updated 2 years ago
- ☆21Updated 3 years ago
- ☆47Updated 2 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆69Updated 3 years ago
- ☆22Updated last year
- Genetic algorithm tuned through reinforcement learning☆12Updated 3 years ago
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆93Updated 4 years ago