Leonetti, Matteo

6 publications

ECML-PKDD 2022 Reducing the Planning Horizon Through Reinforcement Learning Logan Dunbar, Benjamin Rosman, Anthony G. Cohn, Matteo Leonetti

JMLR 2020 Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey Sanmit Narvekar, Bei Peng, Matteo Leonetti, Jivko Sinapov, Matthew E. Taylor, Peter Stone

NeurIPS 2020 Information-Theoretic Task Selection for Meta-Reinforcement Learning Ricardo Luna Gutierrez, Matteo Leonetti

IJCAI 2019 Curriculum Learning for Cumulative Return Maximization Francesco Foglino, Christiano Coletto Christakou, Ricardo Luna Gutierrez, Matteo Leonetti

AAAI 2017 Automatic Curriculum Graph Generation for Reinforcement Learning Agents Maxwell Svetlik, Matteo Leonetti, Jivko Sinapov, Rishi Shah, Nick Walker, Peter Stone

ECML-PKDD 2011 Reinforcement Learning Through Global Stochastic Search in N-MDPs Matteo Leonetti, Luca Iocchi, Subramanian Ramamoorthy