Zobrazeno 1 - 10
of 49
pro vyhledávání: '"Reverdy, Paul"'
Autor:
Thompson, Craig, Reverdy, Paul
Recent papers have introduced the Motivation Dynamics framework, which uses bifurcations to encode decision-making behavior in an autonomous mobile agent. In this paper, we consider the multi-agent extension of the Motivation Dynamics framework and s
Externí odkaz:
http://arxiv.org/abs/2109.13408
Autor:
Reverdy, Paul
Decision making is a fundamental capability of autonomous systems. As decision making is a process which happens over time, it can be well modeled by dynamical systems. Often, decisions are made on the basis of perceived values of the underlying opti
Externí odkaz:
http://arxiv.org/abs/2003.03874
We develop a dynamical systems approach to prioritizing and selecting multiple recurring tasks with the aim of conferring a degree of deliberative goal selection to a mobile robot confronted with competing objectives. We take navigation as our protot
Externí odkaz:
http://arxiv.org/abs/1703.01662
Satisficing is a relaxation of maximizing and allows for less risky decision making in the face of uncertainty. We propose two sets of satisficing objectives for the multi-armed bandit problem, where the objective is to achieve reward-based decision-
Externí odkaz:
http://arxiv.org/abs/1512.07638
We consider the correlated multiarmed bandit (MAB) problem in which the rewards associated with each arm are modeled by a multivariate Gaussian random variable, and we investigate the influence of the assumptions in the Bayesian prior on the performa
Externí odkaz:
http://arxiv.org/abs/1507.01160
Autor:
Reverdy, Paul, Leonard, Naomi E.
With an eye towards human-centered automation, we contribute to the development of a systematic means to infer features of human decision-making from behavioral data. Motivated by the common use of softmax selection in models of human decision-making
Externí odkaz:
http://arxiv.org/abs/1502.04635
Publikováno v:
Proceedings of the IEEE, vol. 102, iss. 4, p. 544-571, 2014
We present a formal model of human decision-making in explore-exploit tasks using the context of multi-armed bandit problems, where the decision-maker must choose among multiple options with uncertain rewards. We address the standard multi-armed band
Externí odkaz:
http://arxiv.org/abs/1307.6134
Autor:
Qian, Feifei, Jerolmack, Douglas, Lancaster, Nicholas, Nikolich, George, Reverdy, Paul, Roberts, Sonia, Shipley, Thomas, Van Pelt, R. Scott, Zobeck, Ted M., Koditschek, Daniel E.
Publikováno v:
In Aeolian Research August 2017 27:1-11
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Akademický článek
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