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BrendanEnglot authored Aug 5, 2024
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Expand Up @@ -71,7 +71,7 @@ <h2>ICRA 2024 Papers on Autonomous Navigation under Uncertainty
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<div style="text-align: center;"><video width="560" height="315" controls> <source src="./Lin_ICRA24_Video.mp4" type=video/mp4> </video><br />
</div><br />
We recently presented three papers at ICRA 2024 addressing different forms of autonomous navigation under uncertainty. The first paper, "Decentralized Multi-Robot Navigation for Autonomous Surface Vehicles with Distributional Reinforcement Learning,"
We recently presented three papers at ICRA 2024 addressing autonomous navigation under different types of uncertainty. The first paper, "Decentralized Multi-Robot Navigation for Autonomous Surface Vehicles with Distributional Reinforcement Learning,"
addresses ASV navigation in congested and disturbance-filled environments. A preprint of the paper is available on <a style="font-weight: bold;" href="https://arxiv.org/abs/2402.11799">arXiv</a>, the corresponding code is available on <a style="font-weight: bold;" href="https://github.com/RobustFieldAutonomyLab/Multi_Robot_Distributional_RL_Navigation">GitHub</a>,
and more details are illustrated in the accompanying <a style="font-weight: bold;" href="https://robustfieldautonomylab.github.io/Lin_ICRA24_Video.mp4">video attachment</a> (shown above). This research was
led by Xi Lin.
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