Dirk Reinhardt

Orcid: 0000-0002-7027-4483

According to our database1, Dirk Reinhardt authored at least 17 papers between 2015 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Synthesis of Model Predictive Control and Reinforcement Learning: Survey and Classification.
CoRR, February, 2025

MPC4RL - A Software Package for Reinforcement Learning based on Model Predictive Control.
CoRR, January, 2025

All AI Models are Wrong, but Some are Optimal.
CoRR, January, 2025

2024
Data-Efficient Deep Reinforcement Learning for Attitude Control of Fixed-Wing UAVs: Field Experiments.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Economic Model Predictive Control as a Solution to Markov Decision Processes.
CoRR, 2024

Data-Driven Domestic Flexible Demand: Observations from experiments in cold climate.
CoRR, 2024

Control of Fixed-Wing UAVs in Icing Conditions Using Nonlinear Model Predictive Control.
Proceedings of the European Control Conference, 2024

MPC4RL - A Software Package for Reinforcement Learning based on Model Predictive Control.
Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023
Deep active learning for nonlinear system identification.
CoRR, 2023

Learning-based MPC from Big Data Using Reinforcement Learning.
CoRR, 2023

A Learning-Based Model Predictive Control Strategy for Home Energy Management Systems.
IEEE Access, 2023

A Painless Deterministic Policy Gradient Method for Learning-based MPC.
Proceedings of the European Control Conference, 2023

Model-Free Data-Driven Predictive Control Using Reinforcement Learning.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Data-Driven Predictive Control for Nonlinear Systems Using Feature Selection.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Fixed-Wing UAV Path-Following Control via NMPC on the Lowest Level.
Proceedings of the IEEE Conference on Control Technology and Applications, 2023

2022
A Symmetry Calibration Procedure for Sensor-to-Airframe Misalignments in Wind Tunnel Data.
Proceedings of the IEEE Conference on Control Technology and Applications, 2022

2015
Subtype prediction in pediatric acute myeloid leukemia: classification using differential network rank conservation revisited.
BMC Bioinform., 2015


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