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All publications by Marcello Restelli
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Sparse Multi-Task Reinforcement Learning
Daniele Calandriello, Alessandro Lazaric and Marcello Restelli
Advances in Neural Information Processing Systems 27, 2014


Safe Policy Iteration
Matteo Pirotta, Marcello Restelli, Alessio Pecorino and Daniele Calandriello
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Adaptive Step-Size for Policy Gradient Methods
Matteo Pirotta, Marcello Restelli and Luca Bascetta
Advances in Neural Information Processing Systems 26, 2013


Transfer from Multiple MDPs
Alessandro Lazaric and Marcello Restelli
Advances in Neural Information Processing Systems 24, 2011


Transfer of samples in batch reinforcement learning
Alessandro Lazaric, Marcello Restelli and Andrea Bonarini
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods
Alessandro Lazaric, Marcello Restelli and Andrea Bonarini
Advances in Neural Information Processing Systems 20, 2007