28 citations · 28 across the 2 of their papers we have counts for
2 papers
cs.SE2023★ 28 cited
Neural-Based Test Oracle Generation: A Large-scale Evaluation and Lessons Learned
Soneya Binta Hossain, Antonio Filieri, Matthew B. Dwyer +2
Defining test oracles is crucial and central to test development, but manual construction of oracles is expensive. While recent neural-based automated test oracle generation techni…
cs.LG2023
Probabilistic Counterexample Guidance for Safer Reinforcement Learning (Extended Version)
Xiaotong Ji, Antonio Filieri
Safe exploration aims at addressing the limitations of Reinforcement Learning (RL) in safety-critical scenarios, where failures during trial-and-error learning may incur high costs…