TheEimer
PhD candidate @automl in Hannover, Germany. I'm interested in (Auto)RL as well as AutoML generally and DAC specifically. Say hi on twitter!
@automl HannoverHannover
Pinned Repositories
CARL
Benchmarking RL generalization in an interpretable way.
DACBench
A benchmark library for Dynamic Algorithm Configuration.
SPaCE
how-to-autorl
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.
advent_of_code
bgpbt
[AutoML'22] Bayesian Generational Population-based Training (BG-PBT)
BOIL
Release code for Bayesian Optimization for Iterative Learning (BOIL) at NeurIPS2020
DL_Lab
Exercises for the deep learning lab course 2017, Uni Freiburg
gym-docs
Code for Gym documentation website
how-to-autorl
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.
TheEimer's Repositories
TheEimer/advent_of_code
TheEimer/bgpbt
[AutoML'22] Bayesian Generational Population-based Training (BG-PBT)
TheEimer/BOIL
Release code for Bayesian Optimization for Iterative Learning (BOIL) at NeurIPS2020
TheEimer/DL_Lab
Exercises for the deep learning lab course 2017, Uni Freiburg
TheEimer/gym-docs
Code for Gym documentation website
TheEimer/how-to-autorl
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.
TheEimer/hydra
Hydra is a framework for elegantly configuring complex applications
TheEimer/TheEimer
TheEimer/automl_template
A template that provides all the tools to ensure the same project setup across all AutoML packages.
TheEimer/autorlworkshop.github.io
TheEimer/BA
Bachelorthesis
TheEimer/CS1-DH-Assignment
Assignment for the Computer Security I course at KAU.
TheEimer/google-research
Google Research
TheEimer/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
TheEimer/kitty_app
Fun experiment for myself, not very interesting
TheEimer/novelty_minimax
Efficient baselines for autocurricula in JAX - but playing with novelty.
TheEimer/rl-lecture-examples
TheEimer/theeimer.github.io
My personal page
TheEimer/Themes
Themes based on Hundred Rabbits Ecosystem Themes