Q‐learning for continuous‐time graphical games on large networks with completely unknown linear system dynamics
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Robust and Nonlinear Control"
DOI: 10.1002/rnc.3719
Abstract: Summary In this paper, we consider the problem of leader synchronization in systems with interacting agents in large networks while simultaneously satisfying energy-related user-defined distributed optimization criteria. But modeling in large networks is very difficult,… read more here.
Keywords: large networks; learning continuous; system; control ... See more keywords
The practice of modularized curriculum in higher education institution: Active learning and continuous assessment in focus
Sign Up to like & getrecommendations! Published in 2019 at "Cogent Education"
DOI: 10.1080/2331186x.2019.1611052
Abstract: Abstract The purpose of this study was to assess the implementation of modularization in Ethiopian higher education institutions with particular reference to the instructional process (active learning and continuous assessment). Mixed research design was employed.… read more here.
Keywords: learning continuous; assessment; process; education ... See more keywords
Learning Continuous-Time Dynamics With Attention
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DOI: 10.1109/tpami.2022.3162711
Abstract: Learning the hidden dynamics from sequence data is crucial. Attention mechanism can be introduced to spotlight on the region of interest for sequential learning. Traditional attention was measured between a query and a sequence based… read more here.
Keywords: time; continuous time; time dynamics; learning continuous ... See more keywords
Rethinking statistical learning as a continuous dynamic stochastic process, from the motor systems perspective
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.1033776
Abstract: The brain integrates streams of sensory input and builds accurate predictions, while arriving at stable percepts under disparate time scales. This stochastic process bears different unfolding dynamics for different people, yet statistical learning (SL) currently… read more here.
Keywords: stochastic process; learning continuous; dynamic stochastic; process ... See more keywords