5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Training RL Agents for Multi-Objective Network Defense Tasks
Andres Molina-Markham, Luis Robaina, Sean Steinle +6
Open-ended learning (OEL) -- which emphasizes training agents that achieve broad capability over narrow competency -- is emerging as a paradigm to develop artificial intelligence (…
cs.CR2021★ 5 cited
Network Defense is Not a Game
Andres Molina-Markham, Ransom K. Winder, Ahmad Ridley
Research seeks to apply Artificial Intelligence (AI) to scale and extend the capabilities of human operators to defend networks. A fundamental problem that hinders the generalizati…