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Thomy Phan

LMU Munich

Anytime Multi-Agent Path Finding with an Adaptive Delay-Based Heuristic

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Aug 06, 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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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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ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering

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Jan 07, 2024
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Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search

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Jan 01, 2024
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Challenges for Reinforcement Learning in Quantum Computing

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Dec 18, 2023
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Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization

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Nov 09, 2023
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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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