Peter Vamplew

Survey of intrusion detection systems: techniques, datasets and challenges

Ansam Khraisat, Iqbal Gondal, Peter Vamplew et al. · Cybersecurity · 2019 · 1.8K citations · Full text

Computing, Computer Science, Cybersecurity +16

A practical guide to multi-objective reinforcement learning and planning

Conor F. Hayes, Roxana Rădulescu, Eugenio Bargiacchi et al. · VUBIR (Vrije Universiteit Brussel) · 2022 · 327 citations · Full text

Business, Decision Sciences, Decision Making +13

Empirical evaluation methods for multiobjective reinforcement learning algorithms

Peter Vamplew, Richard Dazeley, Adam Berry et al. · Machine Learning · 2010 · 274 citations · Full text

Computing, Computer Science, Algorithms +13

Hybrid Intrusion Detection System Based on the Stacking Ensemble of C5 Decision Tree Classifier and One Class Support Vector Machine

Ansam Khraisat, Iqbal Gondal, Peter Vamplew et al. · Electronics · 2020 · 204 citations · Full text

Computing, Computer Engineering, Computer Science +17

A multi-objective deep reinforcement learning framework

Thanh Thi Nguyen, Ngoc Duy Nguyen, Peter Vamplew et al. · Engineering Applications of Artificial Intelligence · 2020 · 143 citations · Full text

Computing, Computer Science, Artificial Intelligence +11