Search Results for author: Adil Zouitine

Found 4 papers, 3 papers with code

RRLS : Robust Reinforcement Learning Suite

1 code implementation12 Jun 2024 Adil Zouitine, David Bertoin, Pierre Clavier, Matthieu Geist, Emmanuel Rachelson

We introduce the Robust Reinforcement Learning Suite (RRLS), a benchmark suite based on Mujoco environments.

Continuous Control reinforcement-learning

Time-Constrained Robust MDPs

no code implementations12 Jun 2024 Adil Zouitine, David Bertoin, Pierre Clavier, Matthieu Geist, Emmanuel Rachelson

Robust reinforcement learning is essential for deploying reinforcement learning algorithms in real-world scenarios where environmental uncertainty predominates.

Continuous Control reinforcement-learning

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