PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplore.ieee.org/document/8693516
☆66Oct 28, 2019Updated 6 years ago
Alternatives and similar repositories for Online-Vehicle-Routing-DRL
Users that are interested in Online-Vehicle-Routing-DRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆532May 7, 2020Updated 5 years ago
- Deep reinforcement approach to solving dynamic pickup and delivery problem☆21Jun 7, 2021Updated 4 years ago
- Exploration of Deep Reinforcement Learning algorithms and their applications in network packet routing☆19May 27, 2019Updated 6 years ago
- PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940☆605May 29, 2018Updated 7 years ago
- ☆35Apr 22, 2020Updated 5 years ago
- Deep Reinforcement Learning for Routing a Heterogeneous Fleet of Vehicles☆18Jan 15, 2020Updated 6 years ago
- Reinforcement Learning Enhanced Quantum-inspired Algorithm for Combinatorial Optimization☆16Feb 19, 2020Updated 6 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆707May 5, 2021Updated 4 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆166Nov 19, 2022Updated 3 years ago
- data routing and caching with DRL in vehicular network☆21Feb 23, 2020Updated 6 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆82Aug 20, 2020Updated 5 years ago
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆95Mar 10, 2021Updated 5 years ago
- A branch-and-price-and-cut algorithm for service network design and hub location problem☆18Jun 8, 2022Updated 3 years ago
- "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver☆205Jan 12, 2021Updated 5 years ago
- Dynamic Partial Removal: a Neural Network Heuristic for Large Neighborhood Search on Combinatorial Optimization Problems, by applying dee…☆20Jun 17, 2020Updated 5 years ago
- Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing☆17Aug 6, 2019Updated 6 years ago
- Dynamic Attention Model for Vehicle Routing Problem (arXiv:2002.03282)☆136Jul 6, 2023Updated 2 years ago
- A collection of open-source projects on the Traffic Assignment Problem☆14Sep 11, 2023Updated 2 years ago
- The purpose of this project is to introduce an Adaptive RO Model for QoS-aware SDNs using DRL that dynamically considers various QoS para…☆62Dec 25, 2020Updated 5 years ago
- User can set up destination for any agent to navigate on Google Map and learn the best route for the agent based on its current condition…☆260Jan 25, 2023Updated 3 years ago
- Project codes of ns3 and DRL☆16Oct 8, 2020Updated 5 years ago
- The official implementation of "Electric Vehicle Routing for Emergency Power Supply with Deep Reinforcement Learning" (AAMAS 2024, extend…☆19Apr 8, 2024Updated last year
- ☆109May 30, 2020Updated 5 years ago
- This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'☆269Sep 5, 2023Updated 2 years ago
- AWS Last Mile Route Sequence Optimization☆76Jan 13, 2026Updated 2 months ago
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆37Nov 23, 2023Updated 2 years ago
- A peper list for machine learning models solving combinatorial problems, NP-hard problems and problems in graphs.☆14Aug 14, 2020Updated 5 years ago
- ☆10Dec 21, 2021Updated 4 years ago
- Reinforcement Learning based routing protocol implementation for wireless ad hoc networks.☆50Jan 31, 2019Updated 7 years ago
- Q-learning Based Routing Protocol for Vehicular Ad Hoc Networks☆24May 28, 2016Updated 9 years ago
- A Reinforcement Learning Approach to the Orienteering Problem with Time Windows☆25Dec 5, 2021Updated 4 years ago
- Population-Based Reinforcement Learning for Combinatorial Optimization☆87Feb 12, 2024Updated 2 years ago
- Genetic algorithm tuned through reinforcement learning☆17Jul 2, 2021Updated 4 years ago
- Tensorflow implementation of an Actor Critic algorithm using a Pointer Network to solve the TSP (algorithm from Neural Combinatorial Opti…☆43Dec 22, 2017Updated 8 years ago
- final project for cpe 400, implemented a q-learning and SARSA routing protocol for a network simulator☆50Jun 30, 2017Updated 8 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆58Oct 20, 2020Updated 5 years ago
- NS3-3.27 implementation code for the proposal of the paper entitled "Adaptive Hello Interval in FANET Routing Protocols for Green UAVs"☆51Sep 14, 2020Updated 5 years ago
- Accepted by AROB 2021. A car-agent navigates in complex traffic conditions by Mixed_Input_PPO_CNN_LSTM model.☆14May 22, 2021Updated 4 years ago
- Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention☆32May 2, 2022Updated 3 years ago