2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.AI2026
Autoformalization of Agent Instructions into Policy-as-Code
Adam Mondl, Matthew Maisel, John H. Brock
Agent safety in high-stakes domains requires formal policy enforcement, but most existing approaches either rely on probabilistic guardrails (fine-tuned classifiers, prompt-based s…
cs.LG2019★ 2 cited
Hierarchical Soft Actor-Critic: Adversarial Exploration via Mutual Information Optimization
Ari Azarafrooz, John Brock
We describe a novel extension of soft actor-critics for hierarchical Deep Q-Networks (HDQN) architectures using mutual information metric. The proposed extension provides a suitabl…
cs.LG2018
Fuzzy Hashing as Perturbation-Consistent Adversarial Kernel Embedding
Ari Azarafrooz, John Brock
Measuring the similarity of two files is an important task in malware analysis, with fuzzy hash functions being a popular approach. Traditional fuzzy hash functions are data agnost…