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Jasper Hoffmann
Observed name:
Hoffmann, Jasper
Institution:
University of Freiburg
Observed institution:
University of Freiburg
ORCID:
0009-0007-8487-1020
Observed ORCID:
0009-0007-8487-1020
OpenAlex ID:
A5145869451
Synthesis of model predictive control and reinforcement learning: Survey and classification
2026
·
Rudolf Reiter
, Jasper Hoffmann
, et al.
·
Annual Reviews in Control
·
19
Optimizing urban greening and densification in the context of outdoor heat: Opportunities for AI-supported urban adaptation
2025
·
Hartmut Fünfgeld
, Andreas Christen
, et al.
·
Landscape and Urban Planning
·
6
STeP-TS: Shared Temporal Filters with Pruning for Time Series
2026
·
Raum, Hanne
, Hoffmann, Jasper
, et al.
·
arXiv (Cornell University)
PDF
Time-series Foundation Models for Predictive Control: The Role of Excitation
2026
·
Amria, Mazen
, Hoffmann, Jasper
, et al.
·
arXiv (Cornell University)
PDF
Accelerating Reinforcement Learning via MPC Solver-Gradient Guidance for Weights-varying MPC
2026
·
Zarrouki, Baha
, Thobani, Arslan
, et al.
·
arXiv (Cornell University)
PDF
Model Predictive Control and Deep Reinforcement Learning in the House
2026
·
Jasper Hoffmann
, Dirk Reinhardt
, et al.
·
IEEE Conference on Control Technology and Applications (CCTA)
Spectral Alignment in Forward-Backward Representations via Temporal Abstraction
2026
·
Azad, Seyed Mahdi B.
, Hoffmann, Jasper
, et al.
·
arXiv (Cornell University)
PDF
Optimizing urban greening and densification in the context of outdoor heat: Opportunities for AI-supported urban adaptation
2026
·
Fünfgeld, Hartmut
, Christen, Andreas
, et al.
·
Fraunhofer-Publica (Fraunhofer-Gesellschaft)
Bi-Level Reinforcement Learning Pathway for Sim-to-Real Optimality
2025
·
Anand, Akhil S
, Sawant, Shambhuraj
, et al.
·
arXiv (Cornell University)
PDF
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Works count:
10
Citation count:
25
H-index:
2
I10-index:
1
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