Publications

Carlo Alfano, Silvia Sapora, Jakob Nicolaus Foerster, Patrick Rebeschini, Yee Whye Teh (2025). Meta-Learning Objectives for Preference Optimization. arXiv preprint arXiv:2411.06568.

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Carlo Alfano, Sebastian Rene Towers, Silvia Sapora, Chris Lu, Patrick Rebeschini (2025). Learning mirror maps in policy mirror descent. To appear in International Conference on Learning Representations.

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Carlo Alfano, Rui Yuan, Patrick Rebeschini (2023). A Novel Framework for Policy Mirror Descent with General Parametrization and Linear Convergence. Advances in Neural Information Processing Systems.

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Carlo Alfano, Patrick Rebeschini (2022). Linear Convergence for Natural Policy Gradient with Log-linear Policy Parametrization. arXiv preprint: 2209.15382.

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Carlo Alfano, Patrick Rebeschini (2021). Dimension-Free Rates for Natural Policy Gradient in Multi-Agent Reinforcement Learning. arXiv preprint: 2109.11692.

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