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Boyu Ma

4 accepted papers

2026

DiffRP: Diffusion-Driven Promising Region Prediction for Sampling-Based Path Planning

ICRA 2026poster

Utilizing neural networks to predict potential regions containing optimal paths in advance and subsequently biasing the sampling probability towards these promising regions has been proven to effectively enhance the path planning efficiency of sampling-based algorithms. %In complex scenarios, unifor…

Cited by 0SourceScholar
2026

Enhancing Safety and Manipulability of Redundant Manipulators: Accelerated Motion Generation in Dynamic Environments

ICRA 2026poster

Motion generation in dynamic environments is crucial for human-machine interaction with redundant manipulators. In this context, we propose the Enhancing Safety and Manipulability (ESM) scheme, which integrates geometry-based dynamic obstacle avoidance, manipulability optimization,trajectory trackin…

Cited by 0SourceScholar
2025

Enhancing Safety and Manipulability of Redundant Manipulators: Accelerated Motion Generation in Dynamic Environments

RA-L 2025

Motion generation in dynamic environments is crucial for human-machine interaction with redundant manipulators. In this context, we propose the Enhancing Safety and Manipulability (ESM) scheme, which integrates geometry-based dynamic obstacle avoidance, manipulability optimization, trajectory tracki

Cited by 1SourceScholar
2024

NEDS-SLAM: A Neural Explicit Dense Semantic SLAM Framework Using 3D Gaussian Splatting

RA-L 2024

We propose NEDS-SLAM, a dense semantic SLAM system based on 3D Gaussian representation, that enables robust 3D semantic mapping, accurate camera tracking, and high-quality rendering in real-time. In the system, we propose a <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www

Cited by 38SourceScholar