Zobrazeno 1 - 10
of 312
pro vyhledávání: '"Russo, Daniel P."'
Investigating the Role of Cultural Values in Adopting Large Language Models for Software Engineering
As a socio-technical activity, software development involves the close interconnection of people and technology. The integration of Large Language Models (LLMs) into this process exemplifies the socio-technical nature of software development. Althoug
Externí odkaz:
http://arxiv.org/abs/2409.05055
Autor:
Jackson, Victoria, Vasilescu, Bogdan, Russo, Daniel, Ralph, Paul, Izadi, Maliheh, Prikladnicki, Rafael, D'Angelo, Sarah, Inman, Sarah, Lisboa, Anielle, van der Hoek, Andre
Creativity has always been considered a major differentiator to separate the good from the great, and we believe the importance of creativity for software development will only increase as GenAI becomes embedded in developer tool-chains and working p
Externí odkaz:
http://arxiv.org/abs/2406.01966
Real-world decision-making requires grappling with a perpetual lack of data as environments change; intelligent agents must comprehend uncertainty and actively gather information to resolve it. We propose a new framework for learning bandit algorithm
Externí odkaz:
http://arxiv.org/abs/2405.19466
On the Limited Representational Power of Value Functions and its Links to Statistical (In)Efficiency
Autor:
Cheikhi, David, Russo, Daniel
Identifying the trade-offs between model-based and model-free methods is a central question in reinforcement learning. Value-based methods offer substantial computational advantages and are sometimes just as statistically efficient as model-based met
Externí odkaz:
http://arxiv.org/abs/2403.07136
As researchers, we are now witnessing a fundamental change in our technologically-enabled world due to the advent and diffusion of highly disruptive technologies such as generative AI, Augmented Reality (AR) and Virtual Reality (VR). In particular, s
Externí odkaz:
http://arxiv.org/abs/2402.13329
Autor:
Qin, Chao, Russo, Daniel
Practitioners conducting adaptive experiments often encounter two competing priorities: maximizing total welfare (or `reward') through effective treatment assignment and swiftly concluding experiments to implement population-wide treatments. Current
Externí odkaz:
http://arxiv.org/abs/2402.10592
The proliferation of misinformation on social media platforms (SMPs) poses a significant danger to public health, social cohesion and ultimately democracy. Previous research has shown how social correction can be an effective way to curb misinformati
Externí odkaz:
http://arxiv.org/abs/2311.10587
Autor:
Russo, Daniel
This article delves into the lessons learned, highlighting the importance of developer wellbeing. We introduce the Integrated Job Demands-Resources and Self-Determination Model (IJARS) for a comprehensive understanding of pandemic-era productivity. E
Externí odkaz:
http://arxiv.org/abs/2310.08242
Autor:
Verwijs, Christiaan, Russo, Daniel
In the era of Agile methodologies, organizations are exploring strategies to scale development across teams. Various scaling strategies have emerged, from "SAFe" to "LeSS", with some organizations creating their own methods. Despite numerous studies
Externí odkaz:
http://arxiv.org/abs/2310.06599
Autor:
Russo, Daniel
The COVID-19 pandemic precipitated an abrupt shift in the educational landscape, compelling universities to transition from in-person to online instruction. This sudden shift left many university instructors grappling with the intricacies of remote t
Externí odkaz:
http://arxiv.org/abs/2308.15847