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Satish V. Ukkusuri

Mean-Field Control based Approximation of Multi-Agent Reinforcement Learning in Presence of a Non-decomposable Shared Global State

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Jan 13, 2023
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Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)

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Sep 15, 2022
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On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning

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Sep 07, 2022
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Can Mean Field Control (MFC) Approximate Cooperative Multi Agent Reinforcement Learning (MARL) with Non-Uniform Interaction?

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Feb 28, 2022
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Deep Learning based Coverage and Rate Manifold Estimation in Cellular Networks

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Feb 13, 2022
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On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)

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Sep 09, 2021
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Quantifying spatial homogeneity of urban road networks via graph neural networks

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Jan 01, 2021
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City2City: Translating Place Representations across Cities

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Nov 26, 2019
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