Dirk Peter Reinhardt

Postdoktor
ved Institutt for teknisk kybernetikk ved Norges teknisk-naturvitenskapelige universitet

Resultater Resultater

Reinforcement Learning for MPC: Fundamentals and Current Challenges.

Bahari Kordabad, Arash; Reinhardt, Dirk Peter; Sadanandan Anand, Akhil; Gros, Sebastien Nicolas. 2023, IFAC-PapersOnLine. NTNUVitenskapelig artikkel

Model-free Data-driven Predictive Control Using Reinforcement Learning.

Sawant, Shambhuraj Vijaysinh; Reinhardt, Dirk Peter; Bahari Kordabad, Arash; Gros, Sebastien Nicolas. 2023, IEEE Conference on Decision and Control. NTNUVitenskapelig foredrag

Model-free Data-driven Predictive Control Using Reinforcement Learning.

Sawant, Shambhuraj Vijaysinh; Reinhardt, Dirk Peter; Bahari Kordabad, Arash; Gros, Sebastien Nicolas. 2023, IEEE Conference on Decision and Control. Proceedings. NTNUVitenskapelig artikkel

A Learning-Based Model Predictive Control Strategy for Home Energy Management Systems.

Cai, Wenqi; Sawant, Shambhuraj Vijaysinh; Reinhardt, Dirk Peter; Rastegarpour, Soroush; Gros, Sebastien Nicolas. 2023, IEEE Access. ABB, NTNUVitenskapelig artikkel

A Painless Deterministic Policy Gradient Method for Learning-based MPC .

Sadanandan Anand, Akhil; Reinhardt, Dirk Peter; Sawant, Shambhuraj Vijaysinh; Gravdahl, Jan Tommy; Gros, Sebastien Nicolas. 2023, IEEE conference proceedings. NTNUVitenskapelig Kapittel/Artikkel/Konferanseartikkel

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