Publications



4 documents

  • Pierre-Louis Cauvin, Davide Legacci, Panayotis Mertikopoulos. The impact of uncertainty on regularized learning in games. ICML 2025 - 42nd International Conference on Machine Learning, Jul 2025, Vancouver, Canada. pp.1-50. ⟨hal-05136772⟩
  • Martin Bichler, Davide Legacci, Matthias Oberlechner, Panayotis Mertikopoulos, Bary Pradelski. Characterizing the Convergence of Game Dynamics via Potentialness. Transactions on Machine Learning Research Journal, 2025, pp.1-22. ⟨hal-05133709⟩
  • Davide Legacci, Panayotis Mertikopoulos, Christos Papadimitriou, Georgios Piliouras, Bary S R Pradelski. No-regret learning in harmonic games: Extrapolation in the face of conflicting interests. NeurIPS 2024 - 38th Conference on Neural Information Processing Systems, Dec 2024, Vancouver, Canada. pp.1-36. ⟨hal-04863624⟩
  • Davide Legacci, Panayotis Mertikopoulos, Bary Pradelski. A geometric decomposition of finite games: Convergence vs. recurrence under exponential weights. ICML 2024 - 41st International Conference on Machine Learning, Jul 2024, Vienna, Austria. ⟨hal-04629310⟩