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quant-ph2025
Variational Quantum Circuits in Offline Contextual Bandit Problems
Lukas Schulte, Daniel Hein, Steffen Udluft +1
This paper explores the application of variational quantum circuits (VQCs) for solving offline contextual bandit problems in industrial optimization tasks. Using the Industrial Ben…
quant-ph2024
Model-based Offline Quantum Reinforcement Learning
Simon Eisenmann, Daniel Hein, Steffen Udluft +1
This paper presents the first algorithm for model-based offline quantum reinforcement learning and demonstrates its functionality on the cart-pole benchmark. The model and the poli…