Heterogeneous Full-body Control of a Mobile Manipulator with Behavior Trees
Marco Iannotta, David C\'aceres Dom\'inguez, Johannes A. Stork, Erik, Schaffernicht, and Todor Stoyanov

TL;DR
This paper extends a Behavior Tree framework to enable coordinated control of complex mobile manipulators with multiple low-level controllers, facilitating achievement of complex, integrated tasks.
Contribution
It introduces a modular approach for controlling heterogeneous, redundant systems with Behavior Trees, allowing for complex goal achievement through subsystem coordination.
Findings
Successful integration of multiple controllers within a Behavior Tree framework
Demonstrated coordination in complex mobile manipulation tasks
Enhanced modularity and flexibility in system control
Abstract
Integrating the heterogeneous controllers of a complex mechanical system, such as a mobile manipulator, within the same structure and in a modular way is still challenging. In this work we extend our framework based on Behavior Trees for the control of a redundant mechanical system to the problem of commanding more complex systems that involve multiple low-level controllers. This allows the integrated systems to achieve non-trivial goals that require coordination among the sub-systems.
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Taxonomy
TopicsFormal Methods in Verification · Reinforcement Learning in Robotics · Modeling and Simulation Systems
