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Decision Making in Non-Stationary Environments with Policy-Augmented Monte Carlo Tree Search
Decision-making under uncertainty (DMU) is present in many important problems. An open challenge is DMU in non-stationary environments, …
Geoffrey Pettet, Ayan Mukhopadhyay, Abhishek Dubey
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Designing Equitable Transit Networks
Public transit is an essential infrastructure enabling access to employment, healthcare, education, and recreational facilities. While …
Sophie Pavia, J. Carlos Martinez Mori, Aryaman Sharma, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Ayan Mukhopadhyay
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Reinforcement Learning based Proactive Control for Transmission Grid Resilience to Wildfire
Power grid operation subject to an extreme event requires decision-making by human operators under stressful condition with high …
Salah U. Kadir, Subir Majumder, Ajay D. Chhokra, Abhishek Dubey, Himanshu Neema, Aron Laszka, Anurag K. Srivastava
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Proceedings of the 16th Workshop on Adaptive and Reflective Middleware, ARM@Middleware 2017, Las Vegas, NV, USA, December 11 - 15, 2017
Abhishek Dubey, Marisol García-Valls
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