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Less is more? Rewards in RL for Cyber Defence

5 March 2025

Elizabeth Bates

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Papers citing "Less is more? Rewards in RL for Cyber Defence"

5 / 5 papers shown

Title
Reward Shaping for Happier Autonomous Cyber Security Agents Elizabeth Bates V. Mavroudis Chris Hicks 58 13 0 20 Oct 2023
On Autonomous Agents in a Cyber Defence Environment Mitchell Kiely David Bowman Maxwell Standen Christopher Moir AAML 58 14 0 14 Sep 2023
Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation A. Andrew Samuel Spillard Joshua Collyer Neil Dhir 68 34 0 25 Jul 2022
Measuring the Reliability of Reinforcement Learning Algorithms Stephanie C. Y. Chan Sam Fishman John F. Canny Anoop Korattikara Balan S. Guadarrama 61 84 0 10 Dec 2019
Learning by Playing - Solving Sparse Reward Tasks from Scratch Martin Riedmiller Roland Hafner Thomas Lampe Michael Neunert Jonas Degrave T. Wiele Volodymyr Mnih N. Heess Jost Tobias Springenberg 90 448 0 28 Feb 2018