Marco Mussi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Policy Gradient

Top Venues

Publications

Alessandro Montenegro, Marco Mussi, Alberto Maria Metelli, Matteo Papini
Learning Optimal Deterministic Policies with Stochastic Policy Gradients. CoRR (2024)
Marco Mussi, Simone Drago, Alberto Maria Metelli
Open Problem: Tight Bounds for Kernelized Multi-Armed Bandits with Bernoulli Rewards. CoRR (2024)
Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli
Autoregressive Bandits. AISTATS (2024)
Alessandro Montenegro, Marco Mussi, Matteo Papini, Alberto Maria Metelli
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning. CoRR (2024)
Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti
Dynamic Pricing with Volume Discounts in Online Settings. AAAI (2023)
Marco Mussi, Davide Lombarda, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli
ARLO: A framework for Automated Reinforcement Learning. Expert Syst. Appl. 224 (2023)
Marco Mussi, Alberto Maria Metelli, Marcello Restelli
Dynamical Linear Bandits. ICML (2023)
Marco Mussi, Alessandro Montenegro, Francesco Trovò, Marcello Restelli, Alberto Maria Metelli
Best Arm Identification for Stochastic Rising Bandits. CoRR (2023)
Marco Mussi, Davide Lombarda, Alberto Maria Metelli, Francesco Trovò, Marcello Restelli
ARLO: A Framework for Automated Reinforcement Learning. CoRR (2022)
Marco Mussi, Alberto Maria Metelli, Marcello Restelli
Dynamical Linear Bandits. CoRR (2022)
Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli
Autoregressive Bandits. CoRR (2022)
Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti
Dynamic Pricing with Volume Discounts in Online Settings. CoRR (2022)
Marco Mussi, Gianmarco Genalti, Francesco Trovò, Alessandro Nuara, Nicola Gatti, Marcello Restelli
Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits. KDD (2022)