Matteo Pirotta
According to our database1,
Matteo Pirotta
authored at least 75 papers
between 2011 and 2024.
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Bibliography
2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Reaching Goals is Hard: Settling the Sample Complexity of the Stochastic Shortest Path.
Proceedings of the International Conference on Algorithmic Learning Theory, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
CoRR, 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
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the International Conference on Algorithmic Learning Theory, 29 March, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Safe Policy Iteration: A Monotonically Improving Approximate Policy Iteration Approach.
J. Mach. Learn. Res., 2021
Differentially Private Exploration in Reinforcement Learning with Linear Representation.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 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 38th International Conference on Machine Learning, 2021
Proceedings of the Algorithmic Learning Theory, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Intelligenza Artificiale, 2020
CoRR, 2020
Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization.
CoRR, 2020
Exploiting Language Instructions for Interpretable and Compositional Reinforcement Learning.
CoRR, 2020
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 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
Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2018
Exploration Bonus for Regret Minimization in Undiscounted Discrete and Continuous Markov Decision Processes.
CoRR, 2018
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Does Reinforcement Learning outperform PID in the control of FES-induced elbow flex-extension?
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Policy Search for the Optimal Control of Markov Decision Processes: A Novel Particle-Based Iterative Scheme.
IEEE Trans. Cybern., 2016
Multi-objective Reinforcement Learning through Continuous Pareto Manifold Approximation.
J. Artif. Intell. Res., 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Optimal control to reduce emissions in gasoline engines: an iterative learning control approach for ECU calibration maps improvement.
Proceedings of the 14th European Control Conference, 2015
Multi-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Policy gradient approaches for multi-objective sequential decision making: A comparison.
Proceedings of the 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2014
2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2011
Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011