Noby1Shin0b1 / Reinforcement-Learning-VRPLinks
Exploring Reinforcement Learning Solutions to the Vehicle Routing Problem. PPO, A2C, DQN, SAC
☆23Updated 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☆16Updated last year
- 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☆64Updated 3 years ago
- DRL for Dynamic Stochastic Vehicle Routing Problem with Time Window☆15Updated 2 years ago
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆19Updated 2 years ago
- Official implementation of paper "Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning"☆46Updated 3 years ago
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆26Updated 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
- Implementation for the paper "A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems".☆45Updated 2 years ago
- A Reinforcement Learning Approach for Optimizing Multiple Traveling Salesman Problems over Graphs☆38Updated 5 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
- Genetic algorithm tuned through reinforcement learning☆16Updated 4 years ago
- TS_SPMA: The Tabu Search algorithm for simultaneous scheduling problem of machines and AGVs.☆12Updated 4 years ago
- Multi-Depot Vehicle Routing Problem solver using Deep RL, GA and Google OR-Tools☆82Updated 4 years ago
- Deep Reinforcement Learning for UAV Routing in The Presence of Multiple Charging Stations☆34Updated 2 years ago
- Energy-optimal Routing for Electric Vehicles using Deep Reinforcement Learning with Transformer☆36Updated 2 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…☆53Updated 3 years ago
- ALNS☆14Updated 2 years ago
- 为原始的pytorch-drl4vrp代码添加注释和bug修复☆22Updated 2 years ago
- Using reinforcement learning to solve the travelling salesman and vehicle routing problem with drones (or robots).☆35Updated 4 years ago
- A Reinforcement Learning Approach to the Orienteering Problem with Time Windows☆25Updated 4 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆165Updated 3 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆75Updated 4 years ago
- Implementation of Pareto Deep Q Networks in a multi-objective Gym Reinforcement Learning Environment☆17Updated 2 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
- ☆60Updated 3 years ago
- The Instances of AGV and machine integrated scheduling problem in flexible job shop☆23Updated 2 years ago
- A system implementation of the thesis titled "Solving Dynamic Multi Depot Vehicle Routing Problem using Modified Hybrid Ant Colony Optimi…☆18Updated 3 years ago
- Implementation of paper "Research on Adaptive Job Shop Scheduling Problems Based on Dueling Double DQN"☆54Updated 3 years ago
- pytorch implementation of DQN/DDQN/Dueling_networ/D3QN for job shop scheudling problem☆72Updated 4 years ago