cyber defense 1multi-agent systems 1network security 1partial observability 1simulation environment 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
NetForge RL: A Multi-Agent Simulation Environment for Cyber Defense with Durative Actions
Igor Jankowski
The paper introduces NetForge RL, a fast multi‑agent reinforcement‑learning environment that simulates cyber‑defense scenarios on procedurally generated enterprise and OT networks,…
cs.MA2026
Dual-Gated Epistemic Time-Dilation: Autonomous Compute Modulation in Asynchronous MARL
Igor Jankowski
While Multi-Agent Reinforcement Learning (MARL) algorithms achieve unprecedented successes across complex continuous domains, their standard deployment strictly adheres to a synchr…