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Mengguang Li

4 accepted papers

2024

Optimal Collaborative Transportation for Under-Capacitated Vehicle Routing Problems using Aerial Drone Swarms

ICRA 2024poster

Swarms of aerial drones have recently been considered for last-mile deliveries in urban logistics or automated construction. At the same time, collaborative transportation of payloads by multiple drones is another important area of recent research. However, efficient coordination algorithms for coll…

Cited by 2SourceScholar
2023

Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control

ICRA 2023poster

In recent years, reinforcement learning and its multi-agent analogue have achieved great success in solving various complex control problems. However, multi-agent rein-forcement learning remains challenging both in its theoretical analysis and empirical design of algorithms, especially for large swa…

Cited by 6SourceScholar