Kleanthis Malialis
Kleanthis Malialis
KIOS Research and Innovation Center of Excellence, University of Cyprus
Verified email at ucy.ac.cy - Homepage
TitleCited byYear
Real-time bidding by reinforcement learning in display advertising
H Cai, K Ren, W Zhang, K Malialis, J Wang, Y Yu, D Guo
Proceedings of the Tenth ACM International Conference on Web Search and Data …, 2017
Resource abstraction for reinforcement learning in multiagent congestion problems
K Malialis, S Devlin, D Kudenko
Proceedings of the 2016 International Conference on Autonomous Agents …, 2016
Distributed response to network intrusions using multiagent reinforcement learning
K Malialis, D Kudenko
Engineering Applications of Artificial Intelligence 41, 270-284, 2015
Multiagent Router Throttling: Decentralized Coordinated Response Against DDoS Attacks.
K Malialis, D Kudenko
Innovative Applications of Artificial Intelligence (IAAI), 2013
Distributed reinforcement learning for adaptive and robust network intrusion response
K Malialis, S Devlin, D Kudenko
Connection Science 27 (3), 234-252, 2015
Large-scale DDoS response using cooperative reinforcement learning
K Malialis, D Kudenko
11th European Workshop on Multi-Agent Systems (EUMAS), 2013
Distributed Reinforcement Learning for Network Intrusion Response
K Malialis
University of York, 2014
Intrusion response using difference rewards for scalability and online learning
K Malialis, S Devlin, D Kudenko
Workshop on Adaptive and Learning Agents at AAMAS (ALA-14), 2014
York reinforcement learning library (yorll)
P Scopes, V Agarwal, S Devlin, K Efthymiadis, K Malialis, DT Kentse, ...
reinforcement Learning Group, Department of Computer Science, 2012
Feature Selection as a Multiagent Coordination Problem
K Malialis, J Wang, G Brooks, G Frangou
arXiv preprint arXiv:1603.05152, 2016
Coordinated team learning and difference rewards for distributed intrusion response
K Malialis, S Devlin, D Kudenko
Proceedings of the Twenty-first European Conference on Artificial …, 2014
Queue-Based Resampling for Online Class Imbalance Learning
K Malialis, C Panayiotou, MM Polycarpou
International Conference on Artificial Neural Networks, 498-507, 2018
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