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Yansha Deng

2 accepted papers

2025

Autonomous UAV Control for Maritime Applications using Deep Reinforcement Learning-based Image Optimisation

IROS 2025

In this paper, we present an autonomous control system for Unmanned Aerial Vehicles (UAVs), specifically designed to inspect a detected suspicious vessel and capture information-rich images in a maritime environment. The maritime environment is ever-changing and uncertain, making it challenging to p

Cited by 0SourceScholar
2019

Cooperative Deep Reinforcement Learning for Multiple-group NB-IoT Networks Optimization

ICASSP 2019accepted

NarrowBand-Internet of Things (NB-IoT) is an emerging cellular-based technology that offers a range of flexible configurations for massive IoT radio access from groups of devices with heterogeneous requirements. A configuration specifies the amount of radio resources allocated to each group of devic…

Cited by 0SourceScholar