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We are pleased to announce that our paper "Distributional Reinforcement Learning based Integrated Decision Making and Control for Autonomous Surface Vehicles" will appear in the February 2025 issue of IEEE Robotics and Automation Letters <astyle="font-weight: bold;" href="https://ieeexplore.ieee.org/document/10804093">(Link to IEEExplore)</a>. A preprint of our paper is available on <astyle="font-weight: bold;" href="https://arxiv.org/abs/2412.09466">arXiv</a>, and our code is available on <astyle="font-weight: bold;" href="https://github.com/RobustFieldAutonomyLab/Distributional_RL_Decision_and_Control">GitHub</a>. This work was led by Xi Lin.
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<h2>Large-Scale Underwater 3D Mapping with a Stereo Pair of Imaging Sonars
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LIDAR-equipped Clearpath Jackal Unmanned Ground Vehicle (UGV). This
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work by Tixiao Shan was recently highlighted on the <astyle="font-weight: bold;" href="https://www.clearpathrobotics.com/sit-advances-autonomous-mapping-navigation-research-using-jackal-ugv/">Clearpath
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Robotics Blog</a>.</p>
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<h2>ROS Package for 3D Mapping with a Hokuyo UTM-30LX Laser
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