On the opportunities and risks of foundation models

R Bommasani, DA Hudson, E Adeli, R Altman… - arXiv preprint arXiv …, 2021 - arxiv.org
… We define foundation model misuse as the use of foundation models as they are technically
intended (eg, to generate language or video), but with the goal of causing societal harm (eg, …

Large ai models in health informatics: Applications, challenges, and the future

J Qiu, L Li, J Sun, J Peng, P Shi… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
robotics. We examine their challenges, followed by a critical discussion about potential
future directions and pitfalls of large AI models in transforming the field of health informatics. …

A Survey on Robotics with Foundation Models: toward Embodied AI

Z Xu, K Wu, J Wen, J Li, N Liu, Z Che, J Tang - arXiv preprint arXiv …, 2024 - arxiv.org
… how to apply foundation models for understanding user command and planning long-horizon
tasks. The taxonomy of foundation models for high-level planning is illustrated in Fig. 1. …

Challenges and future trends in marine robotics

E Zereik, M Bibuli, N Mišković, P Ridao… - Annual Reviews in …, 2018 - Elsevier
… We also provide an outlook on the future of marine robotics, both from a theoretical and
practical standpoint, and describe recently initiated projects that hold promise for the …

Survey of model-based reinforcement learning: Applications on robotics

AS Polydoros, L Nalpantidis - Journal of Intelligent & Robotic Systems, 2017 - Springer
… Intelligence field with numerous applications ranging from finance to robotics and a plethora
of proposed approaches. Robotics is a very challenging application for RL since it involves …

Sora for foundation robots with parallel intelligence: Three world models, three robotic systems

L Fan, C Guo, Y Tian, H Zhang, J Zhang… - Frontiers of Information …, 2024 - Springer
… potential impact of newly developed foundation models on robotics and automation, and
propose a framework by which robotic systems could be automatically trained by such models. …

On the use of simulation in robotics: Opportunities, challenges, and suggestions for moving forward

HS Choi, C Crump, C Duriez… - Proceedings of the …, 2021 - National Acad Sciences
… surge in interest for and use of smart robots, which operate in … thoroughly how the robots of
the future should be designed and … how simulation can help in robotics, barriers that currently …

Internet of robotic things: driving intelligent robotics of future-concept, architecture, applications and technologies

RS Batth, A Nayyar, A Nagpal - 2018 4th international …, 2018 - ieeexplore.ieee.org
Robotic Systems for IoRT. In addition to this, enlists technologies behind IoRT, applications
of IoRT and existing robotic … Flying and Swarm envisaged for future IoRT systems. The paper …

Online Foundation Model Selection in Robotics

P Li, OS Toprak, A Narayanan, U Topcu… - arXiv preprint arXiv …, 2024 - arxiv.org
… select an open-source foundation model deployed on their local devices instead of remote,
closed-source foundation models. The closed-source models run remotely on private servers …

Artificial intelligence foundation and pre-trained models: Fundamentals, applications, opportunities, and social impacts

A Kolides, A Nawaz, A Rathor, D Beeman… - … Modelling Practice and …, 2023 - Elsevier
… This survey covers the main applications of FMs, and how they are widely used in different
… on generic language modeling tasks can help with a variety of downstream tasks. We are …