Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022).
☆26Apr 7, 2022Updated 3 years ago
Alternatives and similar repositories for Learning-To-Dispatch
Users that are interested in Learning-To-Dispatch are comparing it to the libraries listed below
Sorting:
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆70Aug 25, 2023Updated 2 years ago
- A GitHub repository associated with paper "Learn to Earn: Enabling Coordination Within a Ride-Hailing Fleet"☆10Jun 22, 2020Updated 5 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆51May 17, 2020Updated 5 years ago
- Source code of queueing-based vehicle dispatching framework☆13Feb 20, 2019Updated 7 years ago
- MIE424 Group Project: smart_predict_optimize☆15Apr 27, 2021Updated 4 years ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆83Apr 28, 2021Updated 4 years ago
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆23Mar 26, 2022Updated 3 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆26Dec 14, 2023Updated 2 years ago
- 1st solution for KDD Cup 2020 (RL track)☆62Aug 28, 2020Updated 5 years ago
- Decomposition Strategies for Vehicle Routing Heuristics☆32Nov 25, 2023Updated 2 years ago
- Official implementation of "Deep Reinforcement Learning for Autonomous Driving using High-Level Heterogeneous Graph Representations"☆30Jul 13, 2023Updated 2 years ago
- Uber like real-time service to handle taxi requests☆13Aug 7, 2017Updated 8 years ago
- 推荐系统入门教程，包含基础知识和相应的运行实例☆10Jan 9, 2024Updated 2 years ago
- 记录推荐系统相关的面试题、优化经验☆36Jun 2, 2025Updated 9 months ago
- Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).☆85Dec 23, 2025Updated 2 months ago
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆27May 21, 2021Updated 4 years ago
- Dynamic Pricing BwK Problem and Reinforcement Learning☆31Dec 11, 2018Updated 7 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆30May 20, 2020Updated 5 years ago
- public code and data☆41Oct 14, 2022Updated 3 years ago
- Reinforcement learning for combinatorial optimization over directed graphs☆43Jun 21, 2023Updated 2 years ago
- ☆14Apr 18, 2024Updated last year
- Calibrated Alicante-Murcia Freeway SUMO Scenario☆11Nov 28, 2019Updated 6 years ago
- ☆17Jul 18, 2025Updated 7 months ago
- Improving scalability of RL algorithms using GNNs: A case study in optimal EV charging.☆25Oct 16, 2025Updated 4 months ago
- [ICLR 2025] UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP☆15Jun 20, 2025Updated 8 months ago
- Enhancing Multi-Agent System Coordination in Autonomous Electric Vehicles Using Large Language Models☆20Dec 13, 2023Updated 2 years ago
- Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning☆10Nov 14, 2021Updated 4 years ago
- Awesome papers on Earth Observation (EO), Machine Learning (ML), and Causal Inference (CI) [Edward Elgar Publishing]☆11Jan 18, 2026Updated last month
- ☆10Jul 26, 2024Updated last year
- ☆52Aug 5, 2022Updated 3 years ago
- SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback☆11Oct 11, 2020Updated 5 years ago
- This is a Pytorch Implementation of the DASP algorithm from the paper "Explaining Deep Neural Networks with a Polynomial Time Algorithm f…☆11Jun 12, 2020Updated 5 years ago
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Mar 20, 2023Updated 2 years ago
- ☆13Dec 21, 2024Updated last year
- Simulation code and data of the paper - cold start to improve market thickness☆12Jan 30, 2026Updated last month
- ☆11May 27, 2022Updated 3 years ago
- Codes for the paper "Residuals-based Distributionally Robust Optimization with Covariate Information"☆10Aug 13, 2022Updated 3 years ago
- Deep reinforcement learning + double oracle framework for Robust Restless Bandits☆10Jul 4, 2021Updated 4 years ago
- ☆10Sep 17, 2016Updated 9 years ago