2 citations · 4 across the 4 of their papers we have counts for
4 papers
Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms
Jared Claypoole, Steven Cheung, Ashish Gehani +2
We analyze two open source deep reinforcement learning agents submitted to the CAGE Challenge 2 cyber defense challenge, where each competitor submitted an agent to defend a simula…
Scalable Microservice Forensics and Stability Assessment Using Variational Autoencoders
Prakhar Sharma, Phillip Porras, Steven Cheung +2
We present a deep learning based approach to containerized application runtime stability analysis, and an intelligent publishing algorithm that can dynamically adjust the depth of…
Transparent Synchronous Dataflow
Steven W. T. Cheung, Dan R. Ghica, Koko Muroya
Dataflow programming is a popular and convenient programming paradigm in systems modelling, optimisation, and machine learning. It has a number of advantages, for instance the lack…
Abductive functional programming, a semantic approach
Koko Muroya, Steven Cheung, Dan R. Ghica
We propose a call-by-value lambda calculus extended with a new construct inspired by abductive inference and motivated by the programming idioms of machine learning. Although synta…