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Michael Kölle

Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data

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Dec 16, 2024
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Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization

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Jul 30, 2024
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Efficient Quantum One-Class Support Vector Machines for Anomaly Detection Using Randomized Measurements and Variable Subsampling

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Jul 30, 2024
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A Study on Optimization Techniques for Variational Quantum Circuits in Reinforcement Learning

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May 20, 2024
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Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting

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Apr 14, 2024
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Quantum Denoising Diffusion Models

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Jan 13, 2024
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Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms

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Jan 13, 2024
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Quantum Advantage Actor-Critic for Reinforcement Learning

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Jan 13, 2024
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A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis

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Jan 13, 2024
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ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering

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Jan 07, 2024
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