Varun-GP / BARN

Behavior-Aware Robot Navigation with Deep Reinforcement Learning

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BARN

This repository contains code for paper BARN: Behavior-Aware Robot Navigation with Deep Reinforcement Learning.

Varun Ganjigunte Prakash (2022, December),
Behavior-Aware Robot Navigation with Deep Reinforcement Learning,
IEEE 6th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), 2022

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The framework proposes a method for designing a DRL model in a 2D environment and evaluating different cases of human behavior that the robot navigation policy incorporates in simulation and the real world.

Methodology

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Behavior-Aware Robot Navigation with Deep Reinforcement Learning


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Language:Python 92.0%Language:Cuda 5.7%Language:C++ 1.3%Language:Cython 0.6%Language:C 0.4%