Search Results for author: Amir Hossain Raj

Found 2 papers, 1 papers with code

Dexterous Legged Locomotion in Confined 3D Spaces with Reinforcement Learning

no code implementations6 Mar 2024 Zifan Xu, Amir Hossain Raj, Xuesu Xiao, Peter Stone

To address the inefficiency of tracking distant navigation goals, we introduce a hierarchical locomotion controller that combines a classical planner tasked with planning waypoints to reach a faraway global goal location, and an RL-based policy trained to follow these waypoints by generating low-level motion commands.

Navigate reinforcement-learning +1

A Study on Learning Social Robot Navigation with Multimodal Perception

1 code implementation22 Sep 2023 Bhabaranjan Panigrahi, Amir Hossain Raj, Mohammad Nazeri, Xuesu Xiao

Autonomous mobile robots need to perceive the environments with their onboard sensors (e. g., LiDARs and RGB cameras) and then make appropriate navigation decisions.

Decision Making Navigate +1

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