Streamlining Object Pushing: Behavior Tree-Based Coordination of Control and Planning
Efficiently navigating and manipulating objects in complex environments is a fundamental challenge in robotics. This paper presents a novel approach to streamline object-pushing tasks by integrating Behavior Trees (BT) to coordinate a control and planning framework. The proposed system optimizes the execution of tasks involving the pushing of objects while ensuring adaptability to varying scenarios.Our approach employs BTs to encapsulate high-level task specifications and decision-making processes, facilitating a flexible and intuitive representation of robot behavior. By seamlessly integrating BT technology with a coordinated control and planning system, we enable the robot to make real-time decisions and adapt to dynamic environments.We present experimental results demonstrating the effectiveness of our approach, highlighting its ability to improve task execution efficiency and adaptability.
Authors
- Filippo Bertoncelli (ORCID: https://orcid.org/0000-0001-5524-481X)
- Lorenzo Sabattini (ORCID: https://orcid.org/0000-0002-2734-5549)
Institutions
- University of Modena and Reggio Emilia (IT)
- Technology Innovation Institute (AE)
Publication Details
- Published
- 2024-10-14
- DOI
- https://doi.org/10.1109/iros58592.2024.10802817
- Primary Topic
- Multi-Agent Systems and Negotiation
- Type
- article
- Field-Weighted Citation Impact
- 0.00