Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning
☆218Jul 21, 2019Updated 7 years ago
Alternatives and similar repositories for Simulator
Users that are interested in Simulator are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fleet Management Simulation Framework☆33Feb 24, 2019Updated 7 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆75Aug 25, 2023Updated 3 years ago
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆65Aug 3, 2025Updated last year
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆94Jun 2, 2021Updated 5 years ago
- ☆23May 12, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆39Apr 27, 2022Updated 4 years ago
- A GitHub repository associated with paper "Learn to Earn: Enabling Coordination Within a Ride-Hailing Fleet"☆10Jun 22, 2020Updated 6 years ago
- Mean Field Multi-Agent Reinforcement Learning☆425Mar 11, 2020Updated 6 years ago
- 1st solution for KDD Cup 2020 (RL track)☆63Aug 28, 2020Updated 6 years ago
- Extending rllab to event-driven multiagent environments☆13Oct 1, 2018Updated 7 years ago
- An Effective Fleet Management Strategy for Collaborative Spatio-Temporal Searching (GIS Cup)☆15Nov 27, 2020Updated 5 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆50May 17, 2020Updated 6 years ago
- ☆14Mar 31, 2021Updated 5 years ago
- Real-time simulation library for ridesharing and other VRP problems☆29Sep 30, 2019Updated 6 years 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.
- Deep Reinforcement Learning for Multi Agent Soccer☆16Dec 15, 2016Updated 9 years ago
- A modern agent-based modeling platform for mobility-on-demand simulations.☆14Mar 25, 2021Updated 5 years ago
- Project on multi agent reinforcement learning applied on patrolling agents☆40Dec 10, 2019Updated 6 years ago
- Some multiagent deep reinforcement learning algorithms and its PyTorch implementation.☆14Feb 4, 2020Updated 6 years ago
- Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)☆39Sep 4, 2018Updated 8 years ago
- multi-agent deep reinforcement learning for networked system control.☆449Sep 29, 2020Updated 5 years ago
- Mind-aware Multi-agent Management Reinforcement Learning☆80Mar 6, 2019Updated 7 years ago
- code for DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation☆29Oct 27, 2024Updated last year
- A high-capacity ride-sharing simulator calibrated by real request datasets and road netwoeks☆21May 2, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- City Metro Network Expansion with Reinforcement Learning☆13Feb 13, 2020Updated 6 years ago
- This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled …☆121Nov 4, 2024Updated last year
- Paper list of Reinforcement Learning (RL) applied on transportation☆109Oct 28, 2021Updated 4 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,764Sep 8, 2022Updated 4 years ago
- Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.☆103Mar 6, 2025Updated last year
- Reproduction of the paper "Soft Q-Learning with Mutual Information Regularization" CoRL 2019.☆10Jan 10, 2019Updated 7 years ago
- TF2 implementation of "Attention, Learn to Solve Routing Problems!" (arXiv:1803.08475) article.☆40Jul 6, 2020Updated 6 years ago
- A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario☆1,017Aug 19, 2025Updated last year
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆19Aug 28, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆44Nov 14, 2018Updated 7 years ago
- Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch☆358Apr 1, 2019Updated 7 years ago
- simobility - light-weight mobility simulation framework. Best for quick prototyping☆42Dec 29, 2020Updated 5 years ago
- Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents☆12Jan 14, 2022Updated 4 years ago
- Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG☆68Jul 9, 2019Updated 7 years ago
- Sensor based Mission Planning for single robot using greedy based genetic algorithm☆11Apr 1, 2019Updated 7 years ago
- A paper list of the papers on ridesharing☆18Apr 4, 2020Updated 6 years ago