article-journal

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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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
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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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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HPRoP: Hierarchical Privacy-Preserving Route Planning for Smart Cities
Route Planning Systems (RPS) are a core component of autonomous personal transport systems essential for safe and efficient navigation …
Francis Tiausas, Keiichi Yasumoto, Jose Paolo Talusan, Hayato Yamana, Hirozumi Yamaguchi, Shameek Bhattacharjee, Abhishek Dubey, Sajal K. Das
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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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Artificial Intelligence for Smart Transportation
There are more than 7,000 public transit agencies in the U.S. (and many more private agencies), and together, they are responsible for …
Wilbur Michael, Amutheezan Sivagnanam, Afiya Ayman, Samitha Samaranayeke, Aron Laszka
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Designing Equitable Transit Networks
Sophie Pavia, J. Carlos Martinez Mori, Aryaman Sharma, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Ayan Mukhopadhyay
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Hierarchical Planning for Dynamic Resource Allocation in Smart and Connected Communities
Resource allocation under uncertainty is a classic problem in city-scale cyber-physical systems. Consider emergency response, where …
Geoffrey Pettet, Ayan Mukhopadhyay, Mykel J. Kochenderfer, Abhishek Dubey
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