This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network" (ITSC 2021)
☆39Apr 27, 2022Updated 4 years ago
Alternatives and similar repositories for TaxiSimulatorOnGraph
Users that are interested in TaxiSimulatorOnGraph are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆73Aug 25, 2023Updated 2 years ago
- Autonomous Mobility-on-Demand Simulation☆17Feb 12, 2025Updated last year
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆51May 17, 2020Updated 5 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆110Oct 28, 2021Updated 4 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆24Jul 15, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Apr 3, 2022Updated 4 years ago
- Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning☆10Nov 14, 2021Updated 4 years ago
- Fleet Management Simulation Framework☆33Feb 24, 2019Updated 7 years ago
- Dynamic Partial Removal: a Neural Network Heuristic for Large Neighborhood Search on Combinatorial Optimization Problems, by applying dee…☆20Jun 17, 2020Updated 5 years ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆103Oct 22, 2022Updated 3 years ago
- ☆11Oct 18, 2022Updated 3 years ago
- Multi-Agent Reinforcement Learning☆11Jun 16, 2020Updated 5 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- ☆10Dec 29, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆215Jul 21, 2019Updated 6 years ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆26Apr 7, 2022Updated 4 years ago
- ☆22Mar 11, 2024Updated 2 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆80Mar 25, 2022Updated 4 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11May 2, 2024Updated 2 years ago
- code for paper "Two-Critic Deep Reinforcement Learning for Inverter-based Volt-Var Control in Active Distribution Networks"☆19Apr 10, 2024Updated 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
- Deep Reinforcement Learning framework that uses GNN to solve planning tasks for infrastructural assets☆17Jan 15, 2022Updated 4 years ago
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆64Aug 3, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆29Jul 10, 2022Updated 3 years ago
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆12Jan 3, 2023Updated 3 years ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆161Sep 1, 2022Updated 3 years ago
- ☆10Jul 26, 2024Updated last year
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated last year
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆82Feb 7, 2024Updated 2 years ago
- ☆23May 12, 2022Updated 3 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆51Feb 28, 2024Updated 2 years ago
- Official Repository for "Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing" (ICML2021)☆25Oct 26, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Ramp metering agent trained by TD3 algorithm using SUMO☆19Oct 15, 2023Updated 2 years ago
- This is the supporting material for paper "An Optimal Dispatching Strategy for Charging and Discharging of Electric Vehicles Based on Clo…☆14Dec 13, 2020Updated 5 years ago
- Trading Robot based on LSTM-PPO☆29Dec 27, 2019Updated 6 years ago
- [TNNLS] PGDQN: A generalized and efficient preference-guided epsilon-greedy policy equipped DQN for Atari and Autonomous Driving☆12Oct 9, 2023Updated 2 years ago
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆38Nov 23, 2023Updated 2 years ago
- CAVSim: a traffic simulator for connected and automated vehicles (CAVs)☆51Mar 18, 2024Updated 2 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆22Apr 30, 2024Updated 2 years ago