Works of Nancy Lynch: Recent submissions
Now showing items 16-18 of 99
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Collaboratively Learning the Best Option on Graphs, Using Bounded Local Memory
(Association for Computing Machinery (ACM), 2019)<jats:p>We consider multi-armed bandit problems in social groups wherein each individual has bounded memory and shares the common goal of learning the best arm/option. We say an individual learns the best option if eventually ... -
Task-structured probabilistic I/O automata
(Elsevier BV, 2018)© 2017 Elsevier Inc. Modeling frameworks such as Probabilistic I/O Automata (PIOA) and Markov Decision Processes permit both probabilistic and nondeterministic choices. In order to use these frameworks to express claims ... -
Superconducting Nanowire Spiking Element for Neural Networks
(American Chemical Society (ACS), 2020)© 2020 American Chemical Society. All rights reserved. As the limits of traditional von Neumann computing come into view, the brain's ability to communicate vast quantities of information using low-power spikes has become ...