Task-Motion Planning System for Socially Viable Service Robots Based on Object Manipulation
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Published:2024-07-17
Issue:7
Volume:9
Page:436
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ISSN:2313-7673
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Container-title:Biomimetics
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language:en
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Short-container-title:Biomimetics
Author:
Jeon Jeongmin1ORCID, Jung Hong-ryul1ORCID, Pico Nabih12ORCID, Luong Tuan1ORCID, Moon Hyungpil1ORCID
Affiliation:
1. Department of Mechanical Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea 2. Facultad de Ingeniería en Electricidad y Computación, Escuela Superior Politécnica del Litoral, ESPOL, Campus Gustavo Galindo, Guayaquil 09-01-5863, Ecuador
Abstract
This paper presents a software architecture to implement a task-motion planning system that can improve human-robot interactions by including social behavior when social robots provide services related to object manipulation to users. The proposed system incorporates four main modules: knowledge reasoning, perception, task planning, and motion planning for autonomous service. This system adds constraints to the robot motions based on the recognition of the object affordance from the perception module and environment states from the knowledge reasoning module. Thus, the system performs task planning by adjusting the goal of the task to be performed, and motion planning based on the functional aspects of the object, enabling the robot to execute actions consistent with social behavior to respond to the user’s intent and the task environment. The system is verified through simulated experiments consisting of several object manipulation services such as handover and delivery. The results show that, by using the proposed system, the robot can provide different services depending on the situation, even if it performs the same tasks. In addition, the system demonstrates a modular structure that enables the expansion of the available services by defining additional actions and diverse planning modules.
Funder
Technology Innovation Program and Industrial Strategic Technology Development Program Ministry of Trade, Industry and Energy
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