159 citations · 323 across the 12 of their papers we have counts for
12 papers
TrajMoE: Scene-Adaptive Trajectory Planning with Mixture of Experts and Reinforcement Learning
Zebin Xing, Pengxuan Yang, Linbo Wang +12
Current autonomous driving systems often favor end-to-end frameworks, which take sensor inputs like images and learn to map them into trajectory space via neural networks. Previous…
Active Contact Engagement for Aerial Navigation in Unknown Environments with Glass
Xinyi Chen, Yichen Zhang, Hetai Zou +2
Autonomous aerial robots are increasingly being deployed in real-world scenarios, where transparent glass obstacles present significant challenges to reliable navigation. Researche…
UniQuad: A Unified and Versatile Quadrotor Platform Series for UAV Research and Application
Yichen Zhang, Xinyi Chen, Peize Liu +5
As quadrotors take on an increasingly diverse range of roles, researchers often need to develop new hardware platforms tailored for specific tasks, introducing significant engineer…
FALCON: Fast Autonomous Aerial Exploration using Coverage Path Guidance
Yichen Zhang, Xinyi Chen, Chen Feng +2
This paper introduces FALCON, a novel Fast Autonomous expLoration framework using COverage path guidaNce, which aims at setting a new performance benchmark in the field of autonomo…
APACE: Agile and Perception-Aware Trajectory Generation for Quadrotor Flights
Xinyi Chen, Yichen Zhang, Boyu Zhou +1
Various perception-aware planning approaches have attempted to enhance the state estimation accuracy during maneuvers, while the feature matchability among frames, a crucial factor…
Fast 3D Sparse Topological Skeleton Graph Generation for Mobile Robot Global Planning
Xinyi Chen, Boyu Zhou, Jiarong Lin +3
In recent years, mobile robots are becoming ambitious and deployed in large-scale scenarios. Serving as a high-level understanding of environments, a sparse skeleton graph is benef…