Inverse Reinforcement Learning from Failure. - Kyriacos Shiarlis; João V. Messias; Shimon Whiteson (AAMAS, 2016)

Rapidly exploring learning trees. - Kyriacos Shiarlis; João V. Messias; Shimon Whiteson (ICRA, 2017)

Acquiring social interaction behaviours for telepresence robots via deep learning from demonstration. - Kyriacos Shiarlis; João V. Messias; Shimon Whiteson (IROS, 2017)

TACO: Learning Task Decomposition via Temporal Alignment for Control. - Kyriacos Shiarlis; Markus Wulfmeier; Sasha Salter; Shimon Whiteson; Ingmar Posner (ICML, 2018)

CAML: Fast Context Adaptation via Meta-Learning. - Luisa M. Zintgraf; Kyriacos Shiarlis; Vitaly Kurin; Katja Hofmann; Shimon Whiteson (CoRR, 2018)

Fast Context Adaptation via Meta-Learning. - Luisa M. Zintgraf; Kyriacos Shiarlis; Vitaly Kurin; Katja Hofmann; Shimon Whiteson (ICML, 2019)

Learning From Demonstration in the Wild. - Feryal M. P. Behbahani; Kyriacos Shiarlis; Xi Chen; Vitaly Kurin; Sudhanshu Kasewa; Ciprian Stirbu; João Gomes; Supratik Paul; Frans A. Oliehoek; João V. Messias; Shimon Whiteson (ICRA, 2019)

VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning. - Luisa M. Zintgraf; Kyriacos Shiarlis; Maximilian Igl; Sebastian Schulze; Yarin Gal; Katja Hofmann; Shimon Whiteson (ICLR, 2020)

VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning. - Luisa M. Zintgraf; Sebastian Schulze; Cong Lu; Leo Feng; Maximilian Igl; Kyriacos Shiarlis; Yarin Gal; Katja Hofmann; Shimon Whiteson (J. Mach. Learn. Res., 2021)

Symphony: Learning Realistic and Diverse Agents for Autonomous Driving Simulation. - Maximilian Igl; Daewoo Kim; Alex Kuefler; Paul Mougin; Punit Shah; Kyriacos Shiarlis; Dragomir Anguelov; Mark Palatucci; Brandyn White; Shimon Whiteson (ICRA, 2022)

Hierarchical Imitation Learning for Stochastic Environments. - Maximilian Igl; Punit Shah; Paul Mougin; Sirish Srinivasan; Tarun Gupta 002; Brandyn White; Kyriacos Shiarlis; Shimon Whiteson (IROS, 2023)

Gandalf the Red: Adaptive Security for LLMs. - Niklas Pfister; Václav Volhejn; Manuel Knott 003; Santiago Arias; Julia Bazinska; Mykhailo Bichurin; Alan Commike; Janet Darling; Peter Dienes; Matthew Fiedler; David Haber; Matthias Kraft; et al. (CoRR, 2025)