2 papers
cs.LG2025
The Pursuit of Diversity: Multi-Objective Testing of Deep Reinforcement Learning Agents
Antony Bartlett, Cynthia Liem, Annibale Panichella
Testing deep reinforcement learning (DRL) agents in safety-critical domains requires discovering diverse failure scenarios. Existing tools such as INDAGO rely on single-objective o…
cs.SE2025
The Last Dependency Crusade: Solving Python Dependency Conflicts with LLMs
Antony Bartlett, Cynthia Liem, Annibale Panichella
Resolving Python dependency issues remains a tedious and error-prone process, forcing developers to manually trial compatible module versions and interpreter configurations. Existi…