This paper tackles a class of multi-robot task allocation (MRTA) problems called “Single- Task Robots and Single-Robot Tasks” or SR–ST problems, subject to the following …
Active Position Estimation (APE) is the task of localizing one or more targets using one or more sensing platforms. APE is a key task for search and rescue missions, wildlife …
Groups of robots can be tasked with identifying a location in an environment where a feature cue is past a threshold, then disseminating this information throughout the group–such as …
A Behjat, H Manjunatha, PK Kumar… - … symposium on multi …, 2021 - ieeexplore.ieee.org
To accomplish complex swarm robotic missions in the real world, one needs to plan and execute a combination of single robot behaviors, group primitives such as task allocation …
C Lee, K Wang, J Wu, W Cai… - … of Computing and …, 2023 - asmedigitalcollection.asme.org
Active learning is a subfield of machine learning that focuses on improving the data collection efficiency in expensive-to-evaluate systems. Active learning-applied surrogate …
S Paul, S Chowdhury - Journal of Computing and …, 2024 - asmedigitalcollection.asme.org
In various applications of multi-robotics in disaster response, warehouse management, and manufacturing, tasks that are known a priori and tasks added during run time need to be …
Swarm-robotic approaches to search and target localization, where target sources emit a spatially varying signal, promise unparalleled time efficiency and robustness. With most …
C Kim, I Joe - IEEE Access, 2024 - ieeexplore.ieee.org
This paper introduces a novel approach to hyperparameter optimization (HPO), proposing a methodology that balances exploration and exploitation to enhance optimization …
The collective operation of robots, such as unmanned aerial vehicles (UAVs) operating as a team or swarm, is affected by their individual capabilities, which in turn is dependent on their …