NOTE: I am no longer at UCL.
H. Cai, K. Ren, W. Zhang, K. Malialis, J. Wang, Y. Yu and and D. Guo. Real-Time Bidding with Reinforcement Learning in Display Advertising. In Proceedings of the 10th ACM International Conference on Web Search and Data Mining (WSDM), 2017. [pdf] (Acceptance rate 15.8%)
K. Malialis, S. Devlin and D. Kudenko. Resource Abstraction for Reinforcement Learning in Multiagent Congestion Problems. In Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2016. [pdf] (Acceptance rate 24.9%)
K. Malialis, S. Devlin and D. Kudenko. Distributed Reinforcement Learning for Adaptive and Robust Network Intrusion Response. In Connection Science, Volume 27, Issue 3, July 2015, Pages 234-252. [link]
Best Student Paper Award K. Malialis, D. Kudenko. Distributed Response to Network Intrusions Using Multiagent Reinforcement Learning. In Engineering Applications of Artificial Intelligence, Volume 41, May 2015, Pages 270-284. [link]