BUAA-BDA / SpatialCrowdsourcing-OSM
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach
☆13Updated 5 years ago
Alternatives and similar repositories for SpatialCrowdsourcing-OSM
Users that are interested in SpatialCrowdsourcing-OSM are comparing it to the libraries listed below
Sorting:
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆22Updated 3 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆65Updated last year
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆49Updated 4 years ago
- GOMA is a two-sided online task assignment problem in Spatial Crowdsourcing.☆18Updated 2 years ago
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆30Updated last year
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆92Updated 2 years ago
- Code for Multi-agent reinforcement learning to unify order-matching and vehicle-repositioning in ride-hailing services☆16Updated 2 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆102Updated 11 months ago
- PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplor…☆58Updated 5 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆57Updated 2 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆23Updated last year
- My implementation of solving the Capacitated Vehicle Routing Problem in the paper "Attention, learn to solve routing problems"☆44Updated 5 years ago
- A high-capacity ride-sharing simulator calibrated by real request datasets and road netwoeks☆15Updated 2 years ago
- ☆107Updated 4 years ago
- ☆52Updated 3 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆53Updated 11 months ago
- [IEEE TKDE | TITS 2023] "Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling" | "Neural Airport Ground Hand…☆24Updated 2 years ago
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆19Updated last year
- Implementation for the paper "A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems".☆40Updated last year
- ☆54Updated 2 years ago
- Fleet Management Simulation Framework☆33Updated 6 years ago
- UNOFFICIAL implementation of: Alonso-Mora J et al. On-demand high-capacity ride-sharing via dynamic trip-vehicle assignment. PNAS, 2017, …☆16Updated 2 years ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆29Updated last year
- An implementation of GCN-NPEC for VRP☆35Updated 3 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆82Updated 3 years ago
- ☆24Updated 3 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆95Updated 3 years ago
- A simulator and learning agent to solve the ridesharing problem☆33Updated 3 years ago
- Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆42Updated last year