I'm a PhD researcher in AutoML at the AutoML Group in Hannover. I'm interested in all things Reinforcement Learning, generalization and Dynamic Algorithm Configuration. she/her
DAC Benchmarks | Contextual RL | Curriculum Learning | HPO in RL
I'm a PhD researcher in AutoML at the AutoML Group in Hannover. I'm interested in all things Reinforcement Learning, generalization and Dynamic Algorithm Configuration. she/her
DAC Benchmarks | Contextual RL | Curriculum Learning | HPO in RL
A benchmark library for Dynamic Algorithm Configuration.
Benchmarking RL generalization in an interpretable way.
Plug-and-play hydra sweepers for the EA-based multifidelity method DEHB and several population-based training variations, all proven to efficiently tune RL hyperparameters.
HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient