2 papers
quant-ph2026
The Role of Quantum in Hybrid Quantum-Classical Neural Networks: A Realistic Assessment
Dominik Freinberger, Philipp Moser
Quantum machine learning has emerged as a promising application domain for near-term quantum hardware, particularly through hybrid quantum-classical models that leverage both class…
quant-ph2024
A quantum-classical reinforcement learning model to play Atari games
Dominik Freinberger, Julian Lemmel, Radu Grosu +1
Recent advances in reinforcement learning have demonstrated the potential of quantum learning models based on parametrized quantum circuits as an alternative to deep learning model…