Jonas Degrave

Magnetic control of tokamak plasmas through deep reinforcement learning

Jonas Degrave, F. Felici, Jonas Buchli et al. · Nature · 2022 · 651 citations · Full text

A Differentiable Physics Engine for Deep Learning in Robotics

Jonas Degrave, Michiel Hermans, Joni Dambre et al. · Frontiers in Neurorobotics · 2019 · 164 citations · Full text

Artificial Intelligence, Physics-based Vision, Engineering +12

Learning by Playing - Solving Sparse Reward Tasks from Scratch

Martin Riedmiller, Roland Hafner, Thomas Lampe et al. · arXiv (Cornell University) · 2018 · 154 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Learning by Playing - Solving Sparse Reward Tasks from Scratch

Martin Riedmiller, Roland Hafner, Thomas Lampe et al. · International Conference on Machine Learning · 2018 · 152 citations

Artificial Intelligence, Engineering, Machine Learning +17

Dual Rectified Linear Units (DReLUs): A replacement for tanh activation functions in Quasi-Recurrent Neural Networks

Fréderic Godin, Jonas Degrave, Joni Dambre et al. · Pattern Recognition Letters · 2018 · 47 citations · Full text

Sequence Modelling, Engineering, Tanh Activation Functions +8