Publications and Preprints

2024

• Environment Design for Inverse Reinforcement Learning
  Thomas Kleine Buening$^\star$, Victor Villin$^\star$, Christos Dimitrakakis
  ICML 2024

• Bandits Meet Mechanism Design to Combat Clickbait in Online Recommendation
  Thomas Kleine Buening, Aadirupa Saha, Christos Dimitrakakis, Haifeng Xu
  ICLR 2024 (spotlight)

2023

• Minimax-Bayes Reinforcement Learning
  Thomas Kleine Buening$^\star$, Christos Dimitrakakis$^\star$, Hannes Eriksson$^\star$, Divya Grover$^\star$, Emilio Jorge$^\star$
  AISTATS 2023

• An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary Dueling Bandits
  Thomas Kleine Buening, Aadirupa Saha
  AISTATS 2023

2022

• Interactive Inverse Reinforcement Learning for Cooperative Games
  Thomas Kleine Buening, Anne-Marie George, Christos Dimitrakakis
  ICML 2022, Best Paper Award at the Cooperative AI Workshop (NeurIPS 2021)

• On Meritocracy in Optimal Set Selection
  Thomas Kleine Buening, Meirav Segal, Debabrota Basu, Anne-Marie George, Christos Dimitrakakis
  EAAMO 2022, Best Student Paper Award

$^\star$ equal contribution