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Nico Meyer

2 accepted papers

2025

Benchmarking Quantum Reinforcement Learning

ICML 2025poster

Benchmarking and establishing proper statistical validation metrics for reinforcement learning (RL) remain ongoing challenges, where no consensus has been established yet. The emergence of quantum computing and its potential applications in quantum reinforcement learning (QRL) further complicate ben…

Cited by 2SourcePDFScholar
2023

Quantum Policy Gradient Algorithm with Optimized Action Decoding

ICML 2023poster

Quantum machine learning implemented by variational quantum circuits (VQCs) is considered a promising concept for the noisy intermediate-scale quantum computing era. Focusing on applications in quantum reinforcement learning, we propose an action decoding procedure for a quantum policy gradient appr…