Search Results for author: Francesco Corda

Found 2 papers, 0 papers with code

Stepsize Learning for Policy Gradient Methods in Contextual Markov Decision Processes

no code implementations13 Jun 2023 Luca Sabbioni, Francesco Corda, Marcello Restelli

Policy-based algorithms are among the most widely adopted techniques in model-free RL, thanks to their strong theoretical groundings and good properties in continuous action spaces.

Meta Reinforcement Learning Policy Gradient Methods

Meta Learning the Step Size in Policy Gradient Methods

no code implementations ICML Workshop AutoML 2021 Luca Sabbioni, Francesco Corda, Marcello Restelli

Policy-based algorithms are among the most widely adopted techniques in model-free RL, thanks to their strong theoretical groundings and good properties in continuous action spaces.

Meta-Learning Meta Reinforcement Learning +1

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