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Fabian Ritz

LMU Munich

Optimizing Sensor Redundancy in Sequential Decision-Making Problems

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Dec 10, 2024
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REACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learning

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Apr 04, 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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CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing

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Apr 26, 2023
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DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training

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Jan 18, 2023
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Capturing Dependencies within Machine Learning via a Formal Process Model

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Aug 10, 2022
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Acoustic Leak Detection in Water Networks

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Jan 05, 2021
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SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning

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Dec 14, 2020
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Analysis of Feature Representations for Anomalous Sound Detection

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Dec 11, 2020
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