While the capabilities of robots have improved significantly over the past decades, they are not always able to reliably and ...
Abstract: This paper presents a novel hybrid framework that combines Dynamic Spanning Tree Coverage (D-STC) with Q-learning to address the challenges of mobile robot navigation and coverage in dynamic ...
Imagine driving down a busy highway. You need to check your speed and navigation, but glancing down at the dashboard takes ...
Abstract: This article proposes an improved deep reinforcement learning algorithm for complete coverage path planning of mobile robots. The algorithm addresses the issue of agents easily getting ...
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UrbanNav is a large-scale urban navigation dataset automatically constructed using Qwen2.5-VL based on web data, comprising 47k trajectories and 3M language instructions. designed for training ...
Serve Robotics Inc., a leading autonomous sidewalk delivery company, announced that it has officially achieved its 2025 goal of deploying more than 2,000 delivery robots, creating the largest sidewalk ...