Regularized Operating Envelope with Interpretability and Implementability Constraints. - Qiyao Wang; Haiyan Wang 003; Chetan Gupta 001; Susumu Serita (IEEE BigData, 2019)

A Non-linear Function-on-Function Model for Regression with Time Series Data. - Qiyao Wang; Haiyan Wang 003; Chetan Gupta 001; Aniruddha Rajendra Rao; Hamed Khorasgani (IEEE BigData, 2020)

Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning. - Chi Zhang 030; Philip Odonkor; Shuai Zheng; Hamed Khorasgani; Susumu Serita; Chetan Gupta 001; Haiyan Wang 003 (IEEE BigData, 2020)

Bayesian Optimization Algorithm with Agent-based Supply Chain Simulator for Multi-echelon Inventory Management. - Atsuki Kiuchi; Haiyan Wang 003; Qiyao Wang; Takahiro Ogura; Tazu Nomoto; Chetan Gupta 001; Takaharu Matsui; Susumu Serita; Chi Zhang 030 (CASE, 2020)

Toward data-driven modeling of material flow simulation: automatic parameter calibration of multiple agents from sparse production log. - Satoshi Nagahara; Susumu Serita; Yuma Shiho; Shuai Zheng; Haiyan Wang 003; Takafumi Chida; Chetan Gupta 001 (CASE, 2020)

Spatio-Temporal Functional Neural Networks. - Aniruddha Rajendra Rao; Qiyao Wang; Haiyan Wang 003; Hamed Khorasgani; Chetan Gupta 001 (DSAA, 2020)

Health Indicator Forecasting for Improving Remaining Useful Life Estimation. - Qiyao Wang; Ahmed K. Farahat; Chetan Gupta 001; Haiyan Wang 003 (ICPHM, 2020)

Challenges of Applying Deep Reinforcement Learning in Dynamic Dispatching. - Hamed Khorasgani; Haiyan Wang 003; Chetan Gupta 001 (CoRR, 2020)

K-nearest Multi-agent Deep Reinforcement Learning for Collaborative Tasks with a Variable Number of Agents. - Hamed Khorasgani; Haiyan Wang 003; Hsiu-Khuern Tang; Chetan Gupta 001 (IEEE BigData, 2021)

Deep Reinforcement Learning with Adjustments. - Hamed Khorasgani; Haiyan Wang 003; Chetan Gupta 001; Susumu Serita (INDIN, 2021)

An Offline Deep Reinforcement Learning for Maintenance Decision-Making. - Hamed Khorasgani; Haiyan Wang 003; Chetan Gupta 001; Ahmed K. Farahat (CoRR, 2021)

Functional approach for Two Way Dimension Reduction in Time Series. - Aniruddha Rajendra Rao; Haiyan Wang 003; Chetan Gupta 001 (IEEE Big Data, 2022)

Deep Reinforcement Learning toward Robust Multi-echelon Supply Chain Inventory Optimization. - Ibrahim El Shar; Wenhuan Sun; Haiyan Wang 003; Chetan Gupta 001 (CASE, 2022)

Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control. - Takuya Kanazawa; Haiyan Wang 003; Chetan Gupta 001 (IJCNN, 2022)

Enabling Product Circularity Through Big Data Analytics and Digitalization. - Umeshwar Dayal; Manish Gupta; Dipanjan Ghosh; Dinesh Wadhawan; Archana Morrow; Sadanori Horiguchi; Haiyan Wang 003; Aniruddha Rajendra Rao; Anastasia Osling; Chetan Gupta 001; Ravigopal Vennelakanti; Amit Kumar (MWSCAS, 2022)

Bayesian Optimization Methods for Inventory Control with Agent-Based Supply-Chain Simulator. - Takahiro Ogura; Haiyan Wang 003; Qiyao Wang; Atsuki Kiuchi; Chetan Gupta 001; Naoshi Uchihira (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2022)

Multi-Objective Reinforcement Learning for Sustainable Supply Chain Optimization. - Ibrahim El Shar; Haiyan Wang 003; Chetan Gupta 001 (CASE, 2023)

Knowledge-enhanced reinforcement learning for multi-machine integrated production and maintenance scheduling. - Jueming Hu; Haiyan Wang 003; Hsiu-Khuern Tang; Takuya Kanazawa; Chetan Gupta 001; Ahmed K. Farahat (Comput. Ind. Eng., 2023)

Multi-Agent Decision Transformers for Dynamic Dispatching in Material Handling Systems Leveraging Enterprise Big Data. - Xian Yeow Lee; Haiyan Wang 003; Daisuke Katsumata; Takaharu Matsui; Chetan Gupta 001 (IEEE Big Data, 2024)

Multi-agent Reinforcement Learning for Dynamic Dispatching in Material Handling Systems. - Xian Yeow Lee; Haiyan Wang 003; Daisuke Katsumata; Takaharu Matsui; Chetan Gupta 001 (CogMI, 2024)

Predictive Analysis for Optimizing Port Operations. - Aniruddha Rajendra Rao; Haiyan Wang 003; Chetan Gupta 001 (CoRR, 2024)