1 code implementation • 12 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.
no code implementations • 12 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.
1 code implementation • 16 Sep 2022 • David Bertoin, Adil Zouitine, Mehdi Zouitine, Emmanuel Rachelson
This implies that training of a policy with small generalization gap should focus on such important pixels and ignore the others.
2 code implementations • 8 Dec 2020 • Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphael Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet
It is the result from the merger of the two most popular packages for stream learning in Python: Creme and scikit-multiflow.