Multi-dimensional task recognition for human-robot teaming: literature review

P Baskaran, JA Adams - Frontiers in Robotics and AI, 2023 - frontiersin.org
Human-robot teams collaborating to achieve tasks under various conditions, especially in
unstructured, dynamic environments will require robots to adapt autonomously to a human …

Real-time recognition of team behaviors by multisensory graph-embedded robot learning

B Reily, P Gao, F Han, H Wang… - … International Journal of …, 2022 - journals.sagepub.com
Awareness of team behaviors (eg, individual activities and team intents) plays a critical role
in human–robot teaming. Autonomous robots need to be aware of the overall intent of the …

Online ECG-based features for cognitive load assessment

PCC Chanel, MD Wilson… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
This study was concerned with the development and testing of online cognitive-load
monitoring methods by means of a working-memory experiment using electrocardiogram …

Simultaneous learning from human pose and object cues for real-time activity recognition

B Reily, Q Zhu, C Reardon… - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
Real-time human activity recognition plays an essential role in real-world human-centered
robotics applications, such as assisted living and human-robot collaboration. Although …

Robust real-time group activity recognition of robot teams

L Lu, H Wang, B Reily, H Zhang - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Recognition of group activities is critical for the success of applications that depend on
effective human-robot teaming. Awareness of these group activities (also referred to team …

Towards multi-UAV and human interaction driving system exploiting human mental state estimation

G Singh, RN Roy, CPC Chanel - 10th International Conference on …, 2019 - hal.science
This paper addresses the growing human-multi-UAV interaction issue. Current active
approaches towards a reliable multi-UAV system are reviewed. This brings us to the …

Multi-dimensional task recognition for human-robot teaming

P Baskaran - 2023 - ir.library.oregonstate.edu
Human-robot teams involve humans and robots collaborating to achieve tasks under various
environmental conditions. Successful teaming requires robots to adapt autonomously in real …

Finding islands of predictability in action forecasting

D Scarafoni, I Essa, T Ploetz - arxiv preprint arxiv:2210.07354, 2022 - arxiv.org
We address dense action forecasting: the problem of predicting future action sequence over
long durations based on partial observation. Our key insight is that future action sequences …

PLAN-B: predicting likely alternative next best sequences for action prediction

D Scarafoni, I Essa, T Ploetz - arxiv preprint arxiv:2103.15987, 2021 - arxiv.org
Action prediction focuses on anticipating actions before they happen. Recent works
leverage probabilistic approaches to describe future uncertainties and sample future …

Learning Guided Associations of Phenotypes and Genotypes Using High-Order Multi-Modal Representations of Longitudinal Medical Data

L Lu - 2021 - search.proquest.com
Alzheimer's Disease (AD) is a severe progressive neurodegenerative disorder, threatening
the health of millions of people. AD usually progresses along a temporal continuum, initially …