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Xuanyu An

4 accepted papers

2025

Haptic Feedback Control Strategy for Microswarm Navigation in Flowing Environments

IROS 2025

Swarming microrobots offer great promise for targeted delivery in biofluidic environments. However, current approaches insufficiently utilize the operator’s perceptual awareness and interactive decision-making capabilities. This work proposes a real-time navigation and control strategy with haptic f

Cited by 0SourceScholar
2025

Reinforcement Learning-Based Microrobotic Swarm Navigation and Obstacle Avoidance in Partially Observable Environments

IROS 2025

Microrobotic swarms have shown promising features due to their collective and flexible behaviours, while achieving precise swarm control and autonomous navigation in complex environments remains a challenge. Here, we propose a Transformer-based reinforcement learning strategy that integrates Proxima

Cited by 0SourceScholar
2025

Selective Motion Control of Cell Microrobots in Three-Dimensional Space

IROS 2025

Magnetic microrobots are showing great potential in micromanipulation due to the capability of motion control under external fields. However, achieving selective control of magnetic microrobots in three-dimensional (3D) space using global magnetic fields still presents a challenge. In this work, we

Cited by 0SourceScholar
2024

Model-Free Control of Magnetic Microrobotic Swarm for On-Demand Pattern Spreading

RA-L 2024

Introducing collective control strategies to microrobots provides a promising tool for enhancing the capability of individual microrobots and promoting the manipulation performance. However, controlling numerous micro-agents brings challenges to the precise control and deployment. Herein, an on-dema

Cited by 8SourceScholar