paper-conference

OPTIMUS: Discrete Event Simulator for Vehicle-to-Building Charging Optimization
The increasing popularity of electronic vehicles has spurred a demand for EV charging infrastructure. In the United States alone, over …
Jose Paolo Talusan, Rishav Sen, Aaron Kandel Ava Pettet, Yoshinori Suzue, Liam Pedersen, Ayan Mukhopadhyay, Abhishek Dubey
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OPTIMUS: Discrete Event Simulator for Vehicle-to-Building Charging Optimization
The increasing popularity of electronic vehicles has spurred a demand for EV charging infrastructure. In the United States alone, over …
Jose Paolo Talusan, Rishav Sen, Aaron Kandel Ava Pettet, Yoshinori Suzue, Liam Pedersen, Ayan Mukhopadhyay, Abhishek Dubey
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Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes
A fundamental challenge in sequential decision-making is dealing with non-stationary environments, where exogenous environmental …
Baiting Luo, Yunuo Zhang, Abhishek Dubey, Ayan Mukhopadhyay
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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 exoge- …
Baiting Luo, Yunuo Zhang, Ayan Mukhopadhyay, Abhishek Dubey
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An Online Approach to Solving Public Transit Stationing and Dispatch Problem
Public bus transit systems provide critical transportation services for large sections of modern communities. On-time performance and …
Jose Paolo Talusan, Chaeeun Han, Ayan Mukhopadhyay, Aron Laszka, Dan Freudberg, Abhishek Dubey
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An Online Approach to Solving Public Transit Stationing and Dispatch Problem
Public bus transit systems provide critical transportation services for large sections of modern communities. On-time performance and …
Jose Paolo Talusan, Chaeeun Han, Ayan Mukhopadhyay, Aron Laszka, Dan Freudberg, Abhishek Dubey
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Decision Making in Non-Stationary Environments with Policy-Augmented Search
Sequential decision-making is challenging in non-stationary environments, where the environment in which an agent operates can change …
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
While on-demand ride-sharing services have become popular in recent years, traditional on-demand transit services cannot be used by …
Sophie Pavia, David Rogers, Amutheezan Sivagnanam, Michael Wilbur, Danushka Edirimanna, Youngseok Kim, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Ayano Mukhopadhyay, Abhishek Dubey
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Drift Detection and Adaptation for Federated Learning in IoT with Adaptive Device Management
Federated learning (FL) is a promising approach for edge/IoT-based distributed machine learning, where both privacy and bandwidth …
Shuang Zhou, Shashank Shekhar, Ajay Chhokra, Abhishek Dubey, Aniruddha Gokhale
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Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic
Monte Carlo tree search (MCTS) is one of the most capa- ble online search algorithms for sequential planning tasks, with sig- nificant …
Ziyan An, Hendrik Baier, Abhishek Dubey, Ayan Mukhopadhyay, Meiyi Ma
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