Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems

14 December 2022

Papers citing "Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems"

6 / 6 papers shown

Title
Coordinating Ride-Pooling with Public Transit using Reward-Guided Conservative Q-Learning: An Offline Training and Online Fine-Tuning Reinforcement Learning Framework Yulong Hu Tingting Dong Sen Li OffRL OnRL 52 0 0 24 Jan 2025
CoDriveVLM: VLM-Enhanced Urban Cooperative Dispatching and Motion Planning for Future Autonomous Mobility on Demand Systems Haichao Liu Ruoyu Yao Wenru Liu Zhenmin Huang Shaojie Shen Jun Ma 40 1 0 10 Jan 2025
Approximate Multiagent Reinforcement Learning for On-Demand Urban Mobility Problem on a Large Map (extended version) Daniel Garces Sushmita Bhattacharya Dimitri Bertsekas Stephanie Gil 8 2 0 02 Nov 2023
Surge Routing: Event-informed Multiagent Reinforcement Learning for Autonomous Rideshare Daniel Garces Stephanie Gil AI4TS 17 2 0 05 Jul 2023
Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems Daniele Gammelli Kaidi Yang James Harrison Filipe Rodrigues Francisco Câmara Pereira Marco Pavone GNN 32 46 0 23 Apr 2021
Soft Actor-Critic for Discrete Action Settings Petros Christodoulou OffRL 104 292 0 16 Oct 2019