Cynr1cChen / DRL-and-GNN-for-solving-VRPView external linksLinks
Optimization of vehicle routing problem by deep reinforcement learning method based on residual edge-graph attention network
☆16Dec 9, 2024Updated last year
Alternatives and similar repositories for DRL-and-GNN-for-solving-VRP
Users that are interested in DRL-and-GNN-for-solving-VRP are comparing it to the libraries listed below
Sorting:
- Exploring Reinforcement Learning Solutions to the Vehicle Routing Problem. PPO, A2C, DQN, SAC☆23Sep 8, 2023Updated 2 years ago
- ☆11Jan 11, 2022Updated 4 years ago
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆14Nov 12, 2024Updated last year
- A Variable Neighborhood Descent with Ant Colony Optimization to Solve a Bilevel Problem with Station Location and Vehicles Routing☆21Jun 16, 2022Updated 3 years ago
- Dynamic Attention Encoder-Decoder model to learn and design heuristics to solve capacitated vehicle routing problems☆50Jan 7, 2021Updated 5 years ago
- Contains python code of an NSGA-II based solver with multiple genetic operator choices for the multiple travelling salesman problem with …☆26Mar 17, 2022Updated 3 years ago
- 为原始的pytorch-drl4vrp代码添加注释和bug修复☆22May 30, 2023Updated 2 years ago
- ☆32Oct 28, 2022Updated 3 years ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆30May 30, 2024Updated last year
- Repository with examples of how to solve a tsp with pso, aco, ga and integer programming☆10Oct 9, 2024Updated last year
- A repository for a Deep Q-Learning approach to intrusion detection for networks cyber-attacks.☆10Sep 3, 2021Updated 4 years ago
- a Federated Learning Framework adapted for resource-constrained environments, focusing on IoT devices☆10Oct 6, 2025Updated 4 months ago
- ☆10Apr 27, 2023Updated 2 years ago
- Implementation of Dynamic Computation Offloading Control Logic in a Software-Defined Vehicle (SDV) System☆11Dec 19, 2024Updated last year
- ☆10Dec 10, 2021Updated 4 years ago
- A CNN-BiLSTM model for Li-ion battery state of health and remaining useful life prediction☆11Mar 25, 2024Updated last year
- Source code for "Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks"☆14Oct 23, 2024Updated last year
- Deep Reinforcement Learning based Autonomous Driving Agents☆10Jul 7, 2022Updated 3 years ago
- Thesis in Federated Learning using an Edge/Cloud Computing architecture☆10Feb 26, 2021Updated 4 years ago
- This is a DQN-based recommendation system for item-list recommendation and it finally achieved second place in the competition of RL-base…☆11Oct 8, 2021Updated 4 years ago
- My undergraduate final project - Modeling and control of a distillation column using neural networks and reinforcement learning.☆12Apr 28, 2020Updated 5 years ago
- This operator will manage and configure data processing unit (DPUs) to be used in accelerating/offloading k8s networking functions☆12Jan 10, 2026Updated last month
- Teaching the Donkey car to drive a track in the simulator using State Representation Learning and different Reinforcement Learning Algori…☆12Dec 6, 2021Updated 4 years ago
- Reinforcement learning project using deep Q-learning to control the operations of an electrical microgrid☆10Jan 3, 2023Updated 3 years ago
- [ICML 2024 Oral] Consistent Adversarial Robust Deep Q Networks (CAR-DQN)☆15Feb 27, 2025Updated 11 months ago
- Stochastic multi-depot VRP with RL☆15Mar 20, 2025Updated 10 months ago
- Official implementation of the UMDQN algorithm presented in the scientific research paper entitled "Distributional Reinforcement Learning…☆11Jun 3, 2022Updated 3 years ago
- An HTTP client for the Rust AWS SDK that runs on Fastly Compute @ Edge☆10Nov 11, 2025Updated 3 months ago
- Protect workers with TensorFlow Hard Hat object detection model on a Jetson Nano☆10Sep 27, 2022Updated 3 years ago
- Optimization of Heterogeneous Fleet Vehicle Routing Problem (HVRP) using Google Ortools Solver (https://developers.google.com/optimizatio…☆11Jan 7, 2026Updated last month
- ☆12Aug 4, 2023Updated 2 years ago
- ☆10Jul 26, 2024Updated last year
- Edge Computing AI and Smart Contract☆10May 30, 2023Updated 2 years ago
- Closed-loop simulator of complex behavior and learning based on reinforcement learning and deep neural networks☆10Oct 21, 2025Updated 3 months ago
- A Mobile Edge Computing Platform prototype☆12Aug 14, 2020Updated 5 years ago
- Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this…☆13Aug 22, 2024Updated last year
- Avoiding catastrophic failures in reinforcement learning by learning to shape rewards.☆10Nov 13, 2017Updated 8 years ago
- Online Service Function Chain Deployment for Live-Video virtualized Content Delivery Networks, a Deep Reinforcement Learning approach pap…☆10Nov 8, 2021Updated 4 years ago
- HAProxy combined with confd for HTTP load balancing with SSL offloading☆10Feb 5, 2017Updated 9 years ago