More from the Same Authors

• 2021 Spotlight: Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning »
  Alberto Maria Metelli · Alessio Russo · Marcello Restelli
• 2021 : Policy Optimization via Optimal Policy Evaluation »
  Alberto Maria Metelli · Samuele Meta · Marcello Restelli
• 2022 : Multi-Armed Bandit Problem with Temporally-Partitioned Rewards »
  Giulia Romano · Andrea Agostini · Francesco Trovò · Nicola Gatti · Marcello Restelli
• 2022 : Provably Efficient Causal Model-Based Reinforcement Learning for Environment-Agnostic Generalization »
  Mirco Mutti · Riccardo De Santi · Emanuele Rossi · Juan Calderon · Michael Bronstein · Marcello Restelli
• 2022 Poster: Multi-Fidelity Best-Arm Identification »
  Riccardo Poiani · Alberto Maria Metelli · Marcello Restelli
• 2022 Poster: Challenging Common Assumptions in Convex Reinforcement Learning »
  Mirco Mutti · Riccardo De Santi · Piersilvio De Bartolomeis · Marcello Restelli
• 2022 Poster: Off-Policy Evaluation with Deficient Support Using Side Information »
  Nicolò Felicioni · Maurizio Ferrari Dacrema · Marcello Restelli · Paolo Cremonesi
• 2021 Poster: Learning in Non-Cooperative Configurable Markov Decision Processes »
  Giorgia Ramponi · Alberto Maria Metelli · Alessandro Concetti · Marcello Restelli
• 2021 Poster: Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection »
  Matteo Papini · Andrea Tirinzoni · Aldo Pacchiano · Marcello Restelli · Alessandro Lazaric · Matteo Pirotta
• 2021 Poster: Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning »
  Alberto Maria Metelli · Alessio Russo · Marcello Restelli
• 2020 Poster: An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits »
  Andrea Tirinzoni · Matteo Pirotta · Marcello Restelli · Alessandro Lazaric
• 2020 Poster: Inverse Reinforcement Learning from a Gradient-based Learner »
  Giorgia Ramponi · Gianluca Drappo · Marcello Restelli
• 2019 Poster: Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters »
  Alberto Maria Metelli · Amarildo Likmeta · Marcello Restelli
• 2018 Poster: Policy Optimization via Importance Sampling »
  Alberto Maria Metelli · Matteo Papini · Francesco Faccio · Marcello Restelli
• 2018 Poster: Transfer of Value Functions via Variational Methods »
  Andrea Tirinzoni · Rafael Rodriguez Sanchez · Marcello Restelli
• 2018 Oral: Policy Optimization via Importance Sampling »
  Alberto Maria Metelli · Matteo Papini · Francesco Faccio · Marcello Restelli
• 2017 Poster: Compatible Reward Inverse Reinforcement Learning »
  Alberto Maria Metelli · Matteo Pirotta · Marcello Restelli
• 2017 Poster: Adaptive Batch Size for Safe Policy Gradients »
  Matteo Papini · Matteo Pirotta · Marcello Restelli
• 2014 Poster: Sparse Multi-Task Reinforcement Learning »
  Daniele Calandriello · Alessandro Lazaric · Marcello Restelli
• 2013 Poster: Adaptive Step-Size for Policy Gradient Methods »
  Matteo Pirotta · Marcello Restelli · Luca Bascetta
• 2011 Poster: Transfer from Multiple MDPs »
  Alessandro Lazaric · Marcello Restelli
• 2007 Spotlight: Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods »
  Alessandro Lazaric · Marcello Restelli · Andrea Bonarini
• 2007 Poster: Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods »
  Alessandro Lazaric · Marcello Restelli · Andrea Bonarini