Data Science in Mechanical Engineering (DSME)
- 42 followers
- Aachen, Germany
- https://www.dsme.rwth-aachen.de
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Repositories
- RLLBC Public
Algorithm library for the class "Reinforcement Learning and Learning-based Control" by the Institute for Data Science in Mechanical Engineering (DSME) at RWTH Aachen University.
Data-Science-in-Mechanical-Engineering/RLLBC’s past year of commit activity - af-detection Public
Code for the paper "Robust Screening of Atrial Fibrillation with Distribution Classification"
Data-Science-in-Mechanical-Engineering/af-detection’s past year of commit activity - infoprop Public
This is the github repository of the paper 'On Rollouts in Model-Based Reinforcement Learning'.
Data-Science-in-Mechanical-Engineering/infoprop’s past year of commit activity - entropy_robustness Public
Code for the paper "Viability of Future Actions: Robust Safety in Reinforcement Learning via Entropy Regularization" (ECML 2025)
Data-Science-in-Mechanical-Engineering/entropy_robustness’s past year of commit activity - hci-gibo Public
Code to reproduce the results from the paper "Simulation-Aided Policy Tuning for Black-Box Robot Learning".
Data-Science-in-Mechanical-Engineering/hci-gibo’s past year of commit activity - ESBO Public
Matlab code for the CDC 2024 paper "Early Stopping Bayesian Optimization for Controller Tuning"
Data-Science-in-Mechanical-Engineering/ESBO’s past year of commit activity - rddc Public
This repository contains the supplementary code for the paper "Robust Direct Data-Driven Control for Probabilistic Systems"
Data-Science-in-Mechanical-Engineering/rddc’s past year of commit activity
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