Open Source Software
Most of our open source code can be found on the group's GitHub page: https://github.com/safe-autonomous-systems. Some packages are listed below.
Reinforcement Learning benchmark:
Surrogate modeling of dynamical systems
- Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems
- Group-convolutional extended dynamic mode decomposition
- Solving Partial Differential Equations with Equivariant Extreme Learning Machines
- Surrogate Modeling of 3D Rayleigh-Bénard Convection with Equivariant Autoencoders
Multi-objective machine learning