Alessandro Montenegro

According to our database, Alessandro Montenegro authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Reusing Trajectories in Policy Gradients Enables Fast Convergence.

Alessandro Montenegro, Federico Mansutti, Marco Mussi, Matteo Papini, Alberto Maria Metelli

CoRR, June, 2025

Learning Deterministic Policies with Policy Gradients in Constrained Markov Decision Processes.

Alessandro Montenegro, Leonardo Cesani, Marco Mussi, Matteo Papini, Alberto Maria Metelli

CoRR, June, 2025

Convergence Analysis of Policy Gradient Methods with Dynamic Stochasticity.

Alessandro Montenegro, Marco Mussi, Matteo Papini, Alberto Maria Metelli

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning.

Alessandro Montenegro, Marco Mussi, Matteo Papini, Alberto Maria Metelli

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Best Arm Identification for Stochastic Rising Bandits.

Marco Mussi, Alessandro Montenegro, Francesco Trovò, Marcello Restelli, Alberto Maria Metelli

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning Optimal Deterministic Policies with Stochastic Policy Gradients.

Alessandro Montenegro, Marco Mussi, Alberto Maria Metelli, Matteo Papini

Proceedings of the Forty-first International Conference on Machine Learning, 2024