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Home/Authors/Adrian Taylor

Adrian Taylor

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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Publications per year

1
26

Top categories

Crypto×1AI×1ML×1Multiagent×1

Frequent co-authors

Alex Popa1×
Ranwa Al Mallah1×

Research Timeline

2026
Learning Communication Between Heterogeneous Agents in Multi-Agent Reinforcement Learning for Autonomous Cyber Defence

This paper demonstrates that using a communication algorithm (CommFormer) with heterogeneous agents significantly improves the speed and performance of multi-agent reinforcement learning for autonomous cyber defense in simulated network environments.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.AIcs.LGRecentMar 17, 2026

Learning Communication Between Heterogeneous Agents in Multi-Agent Reinforcement Learning for Autonomous Cyber Defence

Alex Popa, Adrian Taylor, Ranwa Al Mallah

This paper demonstrates that using a communication algorithm (CommFormer) with heterogeneous agents significantly improves the speed and performance of multi-agent reinforcement learning for autonomou…

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