大包裹 发表于 2025-3-23 10:44:29
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Learning Long-Horizon Robot Exploration Strategies for Multi-object Search in Continuous Action Spacthods still struggle with long-horizon tasks and require large amounts of data to generalize to unseen environments. In this work, we present a novel reinforcement learning approach for multi-object search that combines short-term and long-term reasoning in a single model while avoiding the complexiPlaque 发表于 2025-3-23 23:06:51
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Monocular Camera and Single-Beam Sonar-Based Underwater Collision-Free Navigation with Domain Random poor visibility. Furthermore, good-quality obstacle detection sensors for underwater robots are scant and costly; and many sensors like RGB-D cameras and LiDAR only work in-air. To enable reliable mapless underwater navigation despite these challenges, we propose a low-cost end-to-end navigation syROOF 发表于 2025-3-24 08:28:11
Nonmyopic Distilled Data Association Belief Space Planning Under Budget Constraintse actions while considering this problem is not trivial. State of the art approaches therefore use multi-modal hypotheses to represent the states of the agent and of the environment. However, explicitly considering all possible data associations, the number of hypotheses grows exponentially with the滔滔不绝的人 发表于 2025-3-24 12:53:16
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6N-DoF Pose Tracking for Tensegrity Robotsding flexibility, low weight, and resistance to mechanical impact. Nevertheless, the hybrid soft-rigid nature of these robots also complicates the ability to localize and track their state. This work aims to address what has been recognized as a grand challenge in this domain, i.e., the state estima性上瘾 发表于 2025-3-24 22:39:59
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