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K-nearest Multi-agent Deep Reinforcement Learning for Collaborative Tasks with a Variable Number of Agents


Jan 18, 2022
Hamed Khorasgani, Haiyan Wang, Hsiu-Khuern Tang, Chetan Gupta

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* 2021 IEEE International Conference on Big Data (Big Data) 

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An Offline Deep Reinforcement Learning for Maintenance Decision-Making


Sep 28, 2021
Hamed Khorasgani, Haiyan Wang, Chetan Gupta, Ahmed Farahat

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Deep Reinforcement Learning with Adjustments


Sep 28, 2021
Hamed Khorasgani, Haiyan Wang, Chetan Gupta, Susumu Serita

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A Non-linear Function-on-Function Model for Regression with Time Series Data


Nov 24, 2020
Qiyao Wang, Haiyan Wang, Chetan Gupta, Aniruddha Rajendra Rao, Hamed Khorasgani

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* Accepted by IEEE Big Data 2020 

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Challenges of Applying Deep Reinforcement Learning in Dynamic Dispatching


Nov 09, 2020
Hamed Khorasgani, Haiyan Wang, Chetan Gupta

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* arXiv admin note: text overlap with arXiv:2008.10713 

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Spatio-Temporal Functional Neural Networks


Sep 11, 2020
Aniruddha Rajendra Rao, Qiyao Wang, Haiyan Wang, Hamed Khorasgani, Chetan Gupta

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* Accepted by 2020 IEEE International Conference on Data Science and Advanced Analytics (DSAA) 

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Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning


Aug 24, 2020
Chi Zhang, Philip Odonkor, Shuai Zheng, Hamed Khorasgani, Susumu Serita, Chetan Gupta

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Comparison of Model Predictive and Reinforcement Learning Methods for Fault Tolerant Control


Aug 10, 2020
Ibrahim Ahmed, Hamed Khorasgani, Gautam Biswas

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* Published in IFAC SAFEPROCESS 2018 

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