Zobrazeno 1 - 10
of 589
pro vyhledávání: '"Dubey, Abhishek"'
Autor:
Richter, Marvin, Dubey, Abhishek Y., Plinge, Axel, Mutschler, Christopher, Scherer, Daniel D., Hartmann, Michael J.
Despite advances in the development of quantum computers, the practical application of quantum algorithms remains outside the current range of so-called noisy intermediate-scale quantum devices. Now and beyond, quantum circuit compilation (QCC) is a
Externí odkaz:
http://arxiv.org/abs/2409.05849
Monte Carlo tree search (MCTS) is one of the most capable online search algorithms for sequential planning tasks, with significant applications in areas such as resource allocation and transit planning. Despite its strong performance in real-world de
Externí odkaz:
http://arxiv.org/abs/2407.10820
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing
Autor:
Sivagnanam, Amutheezan, Pettet, Ava, Lee, Hunter, Mukhopadhyay, Ayan, Dubey, Abhishek, Laszka, Aron
An emergency responder management (ERM) system dispatches responders, such as ambulances, when it receives requests for medical aid. ERM systems can also proactively reposition responders between predesignated waiting locations to cover any gaps that
Externí odkaz:
http://arxiv.org/abs/2405.13205
Autor:
Rietsch, Sebastian, Dubey, Abhishek Y., Ufrecht, Christian, Periyasamy, Maniraman, Plinge, Axel, Mutschler, Christopher, Scherer, Daniel D.
This paper presents a deep reinforcement learning approach for synthesizing unitaries into quantum circuits. Unitary synthesis aims to identify a quantum circuit that represents a given unitary while minimizing circuit depth, total gate count, a spec
Externí odkaz:
http://arxiv.org/abs/2404.14865
Autor:
Han, Chaeeun, Talusan, Jose Paolo, Freudberg, Dan, Mukhopadhyay, Ayan, Dubey, Abhishek, Laszka, Aron
Public transportation systems often suffer from unexpected fluctuations in demand and disruptions, such as mechanical failures and medical emergencies. These fluctuations and disruptions lead to delays and overcrowding, which are detrimental to the p
Externí odkaz:
http://arxiv.org/abs/2403.04072
Autor:
Talusan, Jose Paolo, Han, Chaeeun, Mukhopadhyay, Ayan, Laszka, Aron, Freudberg, Dan, Dubey, Abhishek
Public bus transit systems provide critical transportation services for large sections of modern communities. On-time performance and maintaining the reliable quality of service is therefore very important. Unfortunately, disruptions caused by overcr
Externí odkaz:
http://arxiv.org/abs/2403.03339
Autor:
Pettet, Ava, Zhang, Yunuo, Luo, Baiting, Wray, Kyle, Baier, Hendrik, Laszka, Aron, Dubey, Abhishek, Mukhopadhyay, Ayan
Sequential decision-making under uncertainty is present in many important problems. Two popular approaches for tackling such problems are reinforcement learning and online search (e.g., Monte Carlo tree search). While the former learns a policy by in
Externí odkaz:
http://arxiv.org/abs/2401.03197
A fundamental (and largely open) challenge in sequential decision-making is dealing with non-stationary environments, where exogenous environmental conditions change over time. Such problems are traditionally modeled as non-stationary Markov decision
Externí odkaz:
http://arxiv.org/abs/2401.01841
Autor:
Wilbur, Michael, Sivagnanam, Amutheezan, Ayman, Afiya, Samaranayeke, Samitha, Dubey, Abhishek, Laszka, Aron
There are more than 7,000 public transit agencies in the U.S. (and many more private agencies), and together, they are responsible for serving 60 billion passenger miles each year. A well-functioning transit system fosters the growth and expansion of
Externí odkaz:
http://arxiv.org/abs/2308.07457
Autor:
Ghosh, Anima, Yadav, Shyam Narayan Singh, Tsai, Ming-Hsiu, Dubey, Abhishek, Gwo, Shangjr, Lin, Chih-Ting, Yen, Ta- Jen
The incorporation of plasmonic metal nanostructures into semiconducting chalcogenides, in the form of core-shell structures, represents a promising approach to boosting the performance of photodetectors. In this study, we combined Au nanoparticles wi
Externí odkaz:
http://arxiv.org/abs/2308.03167