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Elizabeth Bates — most-cited papers & profile · Reinforcement Learning
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Elizabeth Bates
6
papers ·
0
citations ·
1
h-index
The Alan Turing Institute
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reward Shaping for Happier Autonomous Cyber Security Agents
2023 · 13 citations
Building Better Environments for Autonomous Cyber Defence
2026
Beyond Rewards in Reinforcement Learning for Cyber Defence
2026
SoK: The Pitfalls of Deep Reinforcement Learning for Cybersecurity
2026
Less is more? Rewards in RL for Cyber Defence
2025
Top co-authors
Chris Hicks
· 5
Vasilios Mavroudis
· 4
Myles Foley
· 2
Shae McFadden
· 2
Ahmad Ridley
· 1
Ankita Samaddar
· 1
Ed Chapman
· 1
Fabio Pierazzi
· 1
Himanshu Neema
· 1
Ilias Tsingenopoulos
· 1
Isaac Symes Thompson
· 1
Joshua Sylvester
· 1
Topics
cs.CR
cs.AI
cs.LG
Model-Based RL
Exploration
Safe RL