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cs.RO2023★ 1 cited
Spatiotemporal Attention Enhances Lidar-Based Robot Navigation in Dynamic Environments
Jorge de Heuvel, Xiangyu Zeng, Weixian Shi +2
Foresighted robot navigation in dynamic indoor environments with cost-efficient hardware necessitates the use of a lightweight yet dependable controller. So inferring the scene dyn…
cs.RO2023
Subgoal-Driven Navigation in Dynamic Environments Using Attention-Based Deep Reinforcement Learning
Jorge de Heuvel, Weixian Shi, Xiangyu Zeng +1
Collision-free, goal-directed navigation in environments containing unknown static and dynamic obstacles is still a great challenge, especially when manual tuning of navigation pol…