3 papers
cs.SE2025
On Integrating Large Language Models and Scenario-Based Programming for Improving Software Reliability
Ayelet Berzack, Guy Katz
Large Language Models (LLMs) are fast becoming indispensable tools for software developers, assisting or even partnering with them in crafting complex programs. The advantages are…
cs.SE2024
On Augmenting Scenario-Based Modeling with Generative AI
David Harel, Guy Katz, Assaf Marron +1
The manual modeling of complex systems is a daunting task; and although a plethora of methods exist that mitigate this issue, the problem remains very difficult. Recent advances in…
cs.LG2023
On Reducing Undesirable Behavior in Deep Reinforcement Learning Models
Ophir M. Carmel, Guy Katz
Deep reinforcement learning (DRL) has proven extremely useful in a large variety of application domains. However, even successful DRL-based software can exhibit highly undesirable…