Satish V. Ukkusuri | DeepAI

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∙ 07/25/2023

Impact of Transportation Network Companies on Labor Supply and Wages for Taxi Drivers

While the growth of TNCs took a substantial part of ridership and asset ...

0 Lu Ling, et al. ∙

∙ 07/21/2023

Supporting Post-disaster Recovery with Agent-based Modeling in Multilayer Socio-physical Networks

The examination of post-disaster recovery (PDR) in a socio-physical syst...

0 Jiawei Xue, et al. ∙

∙ 01/13/2023

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

Mean Field Control (MFC) is a powerful approximation tool to solve large...

0 Washim Uddin Mondal, et al. ∙

∙ 09/15/2022

Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)

Mean-Field Control (MFC) has recently been proven to be a scalable tool ...

0 Washim Uddin Mondal, et al. ∙

∙ 09/07/2022

On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning

We show that in a cooperative N-agent network, one can design locally ex...

0 Washim Uddin Mondal, et al. ∙

∙ 02/28/2022

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

Mean-Field Control (MFC) is a powerful tool to solve Multi-Agent Reinfor...

0 Washim Uddin Mondal, et al. ∙

∙ 02/13/2022

Deep Learning based Coverage and Rate Manifold Estimation in Cellular Networks

This article proposes Convolutional Neural Network-based Auto Encoder (C...

0 Washim Uddin Mondal, et al. ∙

∙ 09/09/2021

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

Mean field control (MFC) is an effective way to mitigate the curse of di...

0 Washim Uddin Mondal, et al. ∙

∙ 07/29/2021

Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data

Increasingly available high-frequency location datasets derived from sma...

0 Enrico Ubaldi, et al. ∙

∙ 01/01/2021

Quantifying spatial homogeneity of urban road networks via graph neural networks

The spatial homogeneity of an urban road network (URN) measures whether ...

2 Jiawei Xue, et al. ∙

∙ 11/26/2019

City2City: Translating Place Representations across Cities

Large mobility datasets collected from various sources have allowed us t...

18 Takahiro Yabe, et al. ∙

∙ 12/05/2018

Modeling Urban Taxi Services with e-hailings: A Queueing Network Approach

The rise of e-hailing taxis has significantly altered urban transportati...

0 Wenbo Zhang, et al. ∙

∙ 11/24/2018

Joint modeling of evacuation departure and travel times in hurricanes

Hurricanes are costly natural disasters periodically faced by households...

0 Hemant Gehlot, et al. ∙

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