zestyraiden / Reinforcement-Learning-VRPLinks
Exploring Reinforcement Learning Solutions to the Vehicle Routing Problem. PPO, A2C, DQN, SAC
☆21Updated 2 years ago
Alternatives and similar repositories for Reinforcement-Learning-VRP
Users that are interested in Reinforcement-Learning-VRP are comparing it to the libraries listed below
Sorting:
- Optimization of vehicle routing problem by deep reinforcement learning method based on residual edge-graph attention network☆15Updated last year
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆19Updated 2 years ago
- The implementation of the paper "A variable neighborhood search-based algorithm with adaptive local search for the Vehicle Routing Proble…☆13Updated last year
- Official implementation of paper "Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning"☆46Updated 3 years ago
- Implementation for the paper "A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems".☆45Updated 2 years ago
- DRL for Dynamic Stochastic Vehicle Routing Problem with Time Window☆15Updated 2 years ago
- Reinplemtation of paper "A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs"☆71Updated 4 years ago
- A Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with Drone☆63Updated 3 years ago
- ALNS☆14Updated 2 years ago
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆25Updated 2 years ago
- Genetic algorithm tuned through reinforcement learning☆16Updated 4 years ago
- Energy-optimal Routing for Electric Vehicles using Deep Reinforcement Learning with Transformer☆36Updated 2 years ago
- A Reinforcement Learning Approach to the Orienteering Problem with Time Windows☆25Updated 4 years ago
- 南邮大创项目，旨在用超启发式算法解决CVRP问题☆33Updated 4 years ago
- Implementation of Pareto Deep Q Networks in a multi-objective Gym Reinforcement Learning Environment☆16Updated 2 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆74Updated 4 years ago
- A system implementation of the thesis titled "Solving Dynamic Multi Depot Vehicle Routing Problem using Modified Hybrid Ant Colony Optimi…☆18Updated 2 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆161Updated 3 years ago
- Code from the paper An actor-critic algorithm with policy gradients to solve the job shop scheduling problem using deep double recurrent …☆14Updated last year
- Multi-Agent Reinforcement Learning approach to solve a battery charge scheduling problem, in a decentralized scenario.☆16Updated 4 years ago
- Two-Echelon Capacitated location-routing problem of Heterogeneous fleets☆11Updated 4 years ago
- Electric Vehicle Routing Problem with Time Window - Partially Charging Strategy - Adaptive Large Neighborhood Search☆27Updated last year
- Deep Reinforcement Learning for UAV Routing in The Presence of Multiple Charging Stations☆34Updated 2 years ago
- Deep Reinforcement Learning-Based Method for Capacity Vehicle Route Problem with Time Windows☆14Updated last year
- RL and DQN for easy JSP, FSP or others☆24Updated 3 years ago
- A program implemented by Pytorch for solving RCPSP and RCPSP with resource disruptions, based on graph neural network and reinforcement l…☆17Updated 2 years ago
- Multi-Depot Vehicle Routing Problem solver using Deep RL, GA and Google OR-Tools☆82Updated 4 years ago
- ☆60Updated 3 years ago
- A hybrid GA/heuristic approach to the simultaneous scheduling of machines and automated guided vehicles,which also can be call as job sho…☆51Updated 3 years ago
- Deep Reinforcement Learning for Routing a Heterogeneous Fleet of Vehicles☆17Updated 5 years ago