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Kin Huat Low

4 accepted papers

2022

Attention-Based Population-Invariant Deep Reinforcement Learning for Collision-Free Flocking with A Scalable Fixed-Wing UAV Swarm

IROS 2022poster

A swarm of fixed-wing unmanned aerial vehicles (UAVs) is expected to efficiently accomplish various tasks in complex scenarios. This paper proposes an attention-based population-invariant multi-agent deep reinforcement learning (MADRL) approach to deal with the decentralized collision-free flocking…

Cited by 5SourceScholar
2021

Image-Based Visual Servoing of Rotorcrafts to Planar Visual Targets of Arbitrary Orientation

RA-L 2021

This letter for the first time extends the virtual camera image-based visual servoing (IBVS) scheme to enable an underactuated rotorcraft UAV to regulate its translational motion and heading relative to a planar visual target of arbitrary orientation. The conversion from real camera images to virtua

Cited by 30SourceScholar
2016

Strategy-based robotic item picking from shelves

IROS 2016poster

Automating item picking in the e-commerce warehouse is pressing but challenging, due to a massive variety of items, tight environmental constraints and item location uncertainty. In this paper, we present an effective and efficient strategy-based planning approach to implement the robotic picking fr…

Cited by 17SourceScholar