qiang-ma / HRL-for-combinatorial-optimization
Hierarchical deep reinforcement learning for combinatorial optimization problem
☆34Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for HRL-for-combinatorial-optimization
- ☆35Updated 4 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆45Updated 4 years ago
- Attention based model for learning to solve different routing problems☆35Updated 2 years ago
- Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)☆32Updated 3 years ago
- ☆16Updated 6 years ago
- Dynamic Partial Removal: a Neural Network Heuristic for Large Neighborhood Search on Combinatorial Optimization Problems, by applying dee…☆18Updated 4 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆88Updated 2 years ago
- This is the source code for solving the Traveling Salesman Problems (TSP) using Monte Carlo tree search (MCTS).☆29Updated 5 years ago
- ☆47Updated 2 years ago
- ☆19Updated 2 years ago
- Efficient Active Search☆47Updated 2 years ago
- ☆48Updated 3 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆90Updated 5 months ago
- DPDP☆94Updated last year
- ☆23Updated 2 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆56Updated 2 years ago
- ☆153Updated 4 years ago
- ☆34Updated last year
- ☆11Updated 4 years ago
- A Reinforcement Learning Approach to the Orienteering Problem with Time Windows☆22Updated 2 years ago
- ☆38Updated 2 weeks ago
- ☆20Updated last year
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆24Updated 3 years ago
- ☆121Updated 2 years ago
- ☆30Updated 2 years ago
- ☆20Updated 3 years ago
- ☆15Updated last month
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆41Updated last year