MURM: Utilization of Multi-Views for Goal-Conditioned Reinforcement Learning in Robotic Manipulation

We present a novel framework, multi-view unified reinforcement learning for robotic manipulation (MURM), which efficiently utilizes multiple camera views to train a goal-conditioned policy for a robot to perform complex tasks. The MURM framework consists of three main phases: (i) demo collection fro...

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Bibliographic Details
Main Authors: Seongwon Jang, Hyemi Jeong, Hyunseok Yang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Robotics
Subjects:
Online Access:https://www.mdpi.com/2218-6581/12/4/119