Matteo Papini
Orcid: 0000-0002-3807-3171
According to our database1,
Matteo Papini
authored at least 30 papers
between 2017 and 2024.
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Collaborative distances:
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Bibliography
2024
Sample complexity of variance-reduced policy gradient: weaker assumptions and lower bounds.
Mach. Learn., September, 2024
Policy Gradient with Active Importance Sampling.
RLJ, 2024
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024
Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs.
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024
Proceedings of the International Conference on Algorithmic Learning Theory, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Proceedings of the International Conference on Algorithmic Learning Theory, 2023
2022
Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 3rd Workshop on Artificial Intelligence and Formal Verification, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017