Energy-optimal Routing for Electric Vehicles using Deep Reinforcement Learning with Transformer
☆36Jul 20, 2023Updated 2 years ago
Alternatives and similar repositories for DRL-Energy-optimal-Routing-for-Electric-Vehicles
Users that are interested in DRL-Energy-optimal-Routing-for-Electric-Vehicles are comparing it to the libraries listed below
Sorting:
- Electric Vehicle Routing Problem Solver using Ant Colony Optimization☆19Jul 6, 2023Updated 2 years ago
- Application of Deep Reinforcement learning to RoboCup Rescue Simulator☆13Jul 5, 2023Updated 2 years ago
- A pytorch implementation of the methods described in the paper "Deep Reinforcement Learning for Continuous Electric Vehicles Charging Con…☆31Sep 13, 2023Updated 2 years ago
- Exploring Reinforcement Learning Solutions to the Vehicle Routing Problem. PPO, A2C, DQN, SAC☆23Sep 8, 2023Updated 2 years ago
- ☆10Jul 9, 2025Updated 7 months ago
- Code for "Enhancing Cooperation through Selective Interaction and Long-term Experiences in Multi-Agent Reinforcement Learning", IJCAI24.☆14Feb 9, 2025Updated last year
- The official implementation of "Electric Vehicle Routing for Emergency Power Supply with Deep Reinforcement Learning" (AAMAS 2024, extend…☆19Apr 8, 2024Updated last year
- The Code and Supplemental File for "Deep Reinforcement Learning for Solving Vehicle Routing Problems with Backhauls"☆19Apr 30, 2024Updated last year
- Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done wit…☆31Nov 21, 2022Updated 3 years ago
- Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforc…☆33May 6, 2025Updated 10 months ago
- Electric Capacitated Vehicle Routing Problem Benchmark Instances☆16Mar 17, 2022Updated 3 years ago
- Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management☆58Sep 22, 2021Updated 4 years ago
- The source code of MD-MTA☆14Aug 27, 2024Updated last year
- Electric Vehicle Routing Problem☆33Mar 31, 2021Updated 4 years ago
- ☆60Oct 23, 2022Updated 3 years ago
- This repository contains code related to solving and visualizing the Bi-Directional Electric Vehicle Routing Problem (B-EVRP) as well as …☆18Apr 1, 2022Updated 3 years ago
- CPLEX code of the E-VRPTW☆16Apr 8, 2024Updated last year
- Multivariate copulas for uncertainty modelling in power systems☆17Apr 19, 2024Updated last year
- Finding the optimal location for public charging stations – a GIS based MILP approach☆17Jul 12, 2022Updated 3 years ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆17Nov 22, 2023Updated 2 years ago
- ⚡ A simulation of finding the shortest charging routes for electric vehicle fleets using ant colony optimization.☆20Feb 2, 2023Updated 3 years ago
- Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing☆74Mar 9, 2023Updated 2 years ago
- ☆17Jan 19, 2020Updated 6 years ago
- Electric Vehicle Routing Problem with Time Window - Partially Charging Strategy - Adaptive Large Neighborhood Search☆28Aug 5, 2024Updated last year
- ☆45Jun 21, 2021Updated 4 years ago
- 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
- Chargym simulates the operation of an electric vehicle charging station (EVCS) considering random EV arrivals and departures within a day…☆143Feb 14, 2023Updated 3 years ago
- This project implements Q-Learning to find the optimal policy for charging and discharging electric vehicles in a V2G scheme under condit…☆57Apr 11, 2022Updated 3 years ago
- Multi-agent environments library for simulating classic vehicle routing problems.☆30Feb 26, 2026Updated last week
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆26Oct 23, 2023Updated 2 years ago
- The source code for Performance comparision of Deep RL algorithms for Energy Systems Optimal Scheduling☆162Jun 8, 2023Updated 2 years ago
- Code for "Context-aware Communication for Multi-agent Reinforcement Learning"☆31Jan 29, 2024Updated 2 years ago
- This is a repo for my Bachelor's dissertation, a topic about using Reinforcement Learning to solve EV charge Scheduling question.☆28Sep 18, 2023Updated 2 years ago
- [IV 2022] A Comparative Study of Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles.☆101Oct 7, 2022Updated 3 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆165Nov 19, 2022Updated 3 years ago
- Reinforcement Learning Environments for Sustainable Energy Systems☆63Sep 6, 2025Updated 6 months ago
- Project applying reinforcement learning to control an electric vehicle's energy storage system☆58Aug 5, 2020Updated 5 years ago
- Code and data for the article "Reliable frequency regulation through vehicle-to-grid: Encoding legislation with robust constraints" by Di…☆25May 1, 2024Updated last year
- Explore efficient energy management in renewable communities through the implementation of Model Predictive Control (MPC) and Reinforceme…☆27Nov 24, 2023Updated 2 years ago