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Scalable Pythagorean Mean-based Incident Detection in Smart Transportation Systems
Modern smart cities need smart transportation solutions to quickly detect various traffic emergencies and incidents in the city to …
Md. Jaminur Islam, Jose Paolo Talusan, Shameek Bhattacharjee, Francis Tiausas, Abhishek Dubey, Keiichi Yasumoto, Sajal K. Das
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Designing a Human-centered AI Tool for Proactive Incident Detection Using Crowdsourced Data Sources to Support Emergency Response
Time of incident reporting is a critical aspect of emergency response. However, the conventional approaches to receiving incident …
Yasas Senarath, Ayan Mukhopadhyay, Hemant Purohit, Abhishek Dubey
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Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes
A fundamental (and largely open) challenge in sequential decision-making is dealing with non-stationary environments, where exogenous …
Baiting Luo, Yunuo Zhang, Abhishek Dubey, Ayan Mukhopadhyay
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Decision Making in Non-Stationary Environments with Policy-Augmented Search
Sequential decision-making under uncertainty is present in many important problems. Two popular approaches for tackling such problems …
Ava Pettet, Yunuo Zhang, Baiting Luo, Kyle Wray, Hendrik Baier, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay
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Deploying Mobility-On-Demand for All by Optimizing Paratransit Services
Sophie Pavia, David Rogers, Amutheezan Sivagnanam, Michael Wilbur, Danushka Edirimanna, Youngseo Kim, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Ayan Mukhopadhyay, Abhishek Dubey
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Enhancing Urban Mobility with Aerial Ropeway Transit (ART): Future Accessibility Impacts of Multimodal Transit Expansion Scenarios
Aerial ropeway transit (ART) systems are emerging alternatives to augment existing transit systems in congested cities in the Global …
Agnivesh Pani, Harish Puppala, Shreepati Jha, Ankit Gupta, Ayan Mukhopadhyay, Abhishek Dubey
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Forecasting and Mitigating Disruptions in Public Bus Transit Services
Chaeeun Han, Jose Paolo Talusan, Dan Freudberg, Ayan Mukhopadhyay, Abhishek Dubey, Aron Laszka
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Reinforcement-Learning-Based Proactive Control for Enabling Power Grid Resilience to Wildfire
Industrial electric power grid operation subject to an extreme event requires decision making by human operators under stressful …
Salah Uddin Kadir, Subir Majumder, Anurag K. Srivastava, Ajay Dev Chhokra, Himanshu Neema, Abhishek Dubey, Aron Laszka
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Reinforcement-Learning-Based Proactive Control for Enabling Power Grid Resilience to Wildfire
Power grid operation subject to an extreme event requires decision-making by human operators under stressful condition with high …
Salah Uddin Kadir, Subir Majumder, Anurag K. Srivastava, Ajay Dev Chhokra, Himanshu Neema, Abhishek Dubey, Aron Laszka
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SmartTransit.AI: A Dynamic Paratransit and Microtransit Application
Sophie Pavia, David Rogers, Amutheezan Sivagnanam, Michael Wilbur, Danushka Edirimanna, Youngseo Kim, Ayan Mukhopadhyay, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Abhishek Dubey
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