Reinforcement learning for generative ai: State of the art, opportunities and open research challenges

G Franceschelli, M Musolesi - Journal of Artificial Intelligence Research, 2024 - jair.org
Abstract Generative Artificial Intelligence (AI) is one of the most exciting developments in
Computer Science of the last decade. At the same time, Reinforcement Learning (RL) has …

Chatting and cheating: Ensuring academic integrity in the era of ChatGPT

DRE Cotton, PA Cotton, JR Shipway - Innovations in education …, 2024 - Taylor & Francis
The use of artificial intelligence in academia is a hot topic in the education field. ChatGPT is
an AI tool that offers a range of benefits, including increased student engagement …

Generative transformers for design concept generation

Q Zhu, J Luo - Journal of Computing and Information …, 2023 - asmedigitalcollection.asme.org
Generating novel and useful concepts is essential during the early design stage to explore a
large variety of design opportunities, which usually requires advanced design thinking ability …

Artificial intelligence and scientific discovery: A model of prioritized search

A Agrawal, J McHale, A Oettl - Research Policy, 2024 - Elsevier
We model a key step in the innovation process, hypothesis generation, as the making of
predictions over a vast combinatorial space. Traditionally, scientists and innovators use …

A manager and an AI walk into a bar: does ChatGPT make biased decisions like we do?

Y Chen, M Andiappan, T Jenkin… - Available at SSRN …, 2023 - papers.ssrn.com
Large language models (LLMs) such as ChatGPT have garnered global attention recently,
with a promise to disrupt and revolutionize business operations. As managers rely more on …

[PDF][PDF] Nachhaltigkeitskriterien für künstliche Intelligenz

F Rohde, J Wagner, P Reinhard… - Schriftenreihe des …, 2021 - alexandria.unisg.ch
Zusammenfassung Technische Dynamiken, die zunehmende Durchdringung vieler
gesellschaftlicher und wirtschaftlicher Bereiche mit Informations-und …

Generative Artificial Intelligence in Educational Game Design: Nuanced Challenges, Design Implications, and Future Research

J Moon, U Lee, J Koh, Y Jeong, Y Lee, G Byun… - Technology, Knowledge …, 2024 - Springer
This paper reviews the role of Generative Artificial Intelligence (GenAI) in transforming the
landscape of educational game design. The recent rise and development of GenAI have …

Disentangling abstraction from statistical pattern matching in human and machine learning

S Kumar, I Dasgupta, ND Daw, JD Cohen… - PLoS computational …, 2023 - journals.plos.org
The ability to acquire abstract knowledge is a hallmark of human intelligence and is believed
by many to be one of the core differences between humans and neural network models …

Generative AI in Entrepreneurship Research: Principles and Practical Guidance for Intelligence Augmentation

F Ferrati, PH Kim, M Muffatto - Foundations and Trends® in …, 2024 - nowpublishers.com
This monograph investigates the integration of generative artificial intelligence (AI) into the
academic research process of entrepreneurship. Specifically, we explore using Large …

Generative AI-Benefits, Limitations, Potential risks and Challenges in Healthcare Industry

S MULUKUNTLA - EPH-International Journal of Medical and Health …, 2022 - eijmhs.com
Generative AI, a frontier of innovation within the healthcare industry, stands as both a
beacon of hope and a subject of cautious scrutiny. At its core, generative AI offers …