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Works (10)

Real-time outage management in active distribution networks using reinforcement learning over graphs

Nature Communications
2024-06-04 | Journal article
Contributors: Roshni Anna Jacob; Steve Paul; Souma Chowdhury; Yulia R. Gel; Jie Zhang
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Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties

2024-04-08 | Conference paper
Contributors: Steve Paul; Jhoel Witter; Souma Chowdhury
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Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction

ArXiv
2023 | Journal article
Contributors: Paul, Steve; Li, Wenyuan; Smyth, Brian; Chen, Yuzhou; Gel, Yulia; Chowdhury, Souma
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Real-Time Outage Management in Active Distribution Networks Using Reinforcement Learning over Graphs

2023-09-06 | Preprint
Contributors: Jie Zhang; Roshni Jacob; Steve Paul; Souma Chowdhury; Yulia Gel
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Learning Scalable Policies over Graphs for Multi-Robot Task Allocation using Capsule Attention Networks

ArXiv
2022 | Journal article
Contributors: Paul, Steve; Ghassemi, Payam; Chowdhury, Souma
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Reinforcement Learning Enabled Microgrid Network Reconfiguration Under Disruptive Events

IEEE Kansas Power and Energy Conference (KPEC)
2022 | Conference paper
Contributors: Rahman, Jubeyer; Jacob, Roshni Anna; Paul, Steve; Chowdhury, Souma; Zhang, Jie
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Reconfiguring Unbalanced Distribution Networks using Reinforcement Learning over Graphs

IEEE Texas Power and Energy Conference (TPEC)
2021 | Conference paper
Contributors: Jacob, Roshni Anna; Paul, Steve; Li, Wenyuan; Chowdhury, Souma; Gel, Yulia R.; Zhang, Jie
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Learning reciprocal actions for cooperative collision avoidance in quadrotor unmanned aerial vehicles

Robotics and Autonomous Systems
2019 | Journal article
Contributors: Behjat, Amir; Paul, Steve; Chowdhury, Souma
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Robust Optimal Selection of Radio Type and Transmission Power for Internet of Things

ACM Transactions on Sensor Networks
2019 | Journal article
Contributors: Mu, Di; Ge, Yunpeng; Sha, Mo; Paul, Steve; Ravichandra, Niranjan; Chowdhury, Souma
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Adaptive Radio and Transmission Power Selection for Internet of Things

IEEE/ACM International Symposium on Quality of Service (IWQoS)
2017 | Conference paper
Contributors: Mu, Di; Ge, Yunpeng; Sha, Mo; Paul, Steve; Ravichandran, Niranjan; Chowdhury, Souma
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Peer review (24 reviews for 10 publications/grants)

Review activity for Engineering applications of artificial intelligence. (5)
Review activity for Green energy and intelligent transportation. (2)
Review activity for IEEE sensors journal. (5)
Review activity for IEEE systems journal. (1)
Review activity for Journal of aerospace information systems. (2)
Review activity for Journal of energy engineering. (1)
Review activity for Journal of manufacturing systems. (2)
Review activity for Robotics and autonomous systems. (3)
Review activity for SN Applied Sciences (1)
Review activity for Transportation research. (2)