Modular continuous learning framework

P Dhakan, KE Merrick, I Rañó… - … and Learning and …, 2018 - ieeexplore.ieee.org
… human intervention to learn. This paper proposes a continuous learning framework consisting
of a goal discovery module, a goal management module, and a learning module that can …

[PDF][PDF] Flow: A modular learning framework for autonomy in traffic

C Wu, A Kreidieh, K Parvate, E Vinitsky… - arXiv preprint arXiv …, 2017 - wucathy.com
… Specifically, we propose a modular learning framework, in which environments representing
complex control tasks are comprised of reusable components. We validate the proposed …

Flow: A modular learning framework for mixed autonomy traffic

C Wu, AR Kreidieh, K Parvate… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Specifically, we propose a modular learning framework, in which environments representing
complex control scenarios are comprised of reusable components, analogous to “LEGO” …

Modular dynamic neural network: A continual learning architecture

D Turner, PJS Cardoso, JMF Rodrigues - Applied Sciences, 2021 - mdpi.com
learning architecture for object classification, the modular dynamic neural network (MDNN),
with the intention of creating a framework capable of learning … The presented framework is …

modAL: A modular active learning framework for Python

T Danka, P Horvath - arXiv preprint arXiv:1805.00979, 2018 - arxiv.org
learning can be used to query labels for the most informative instances. modAL is an active
learning framework … Built on top of scikit-learn (Pedregosa et al. (2011); Buitinck et al. (2013)), …

Learn it or leave it: module composition and pruning for continual learning

M Wang, H Adel, L Lange, J Strötgen… - arXiv preprint arXiv …, 2024 - arxiv.org
… a modular and compositional continual learning frameworkmodule for learning the current
task. Step 2: We compose the newly … module with existing ones and perform adaptive module

Beyond Flexner: a new model for continuous learning in the health professions

BM Miller, DE Moore Jr, WW Stead… - Academic …, 2010 - journals.lww.com
learning needs, and engaging in continuous learning to … learners' paths became more
differentiated, the modules would become more specific for one profession or another. Learners

Continual Learning for Object Classification: A Modular Approach

D Turner, PJS Cardoso, JMF Rodrigues - International Conference on …, 2021 - Springer
Learning problem by proposing a way to deal with Catastrophic Forgetting. Our proposal
includes a framework capable of learning new … With the above in mind, we present the Modular

A proposed modular work integrated learning framework for south africa

M Della Tamin, DM Du Plooy, S Von Solms… - IEEE Access, 2018 - ieeexplore.ieee.org
modular framework for work integrated learning programme is presented. The contribution of
such a modular WIL framework … The feature of such framework is to make WIL accessible to …

Integrated and modular didactic and methodological concept for a learning factory

G Lanza, S Minges, J Stoll, E Moser, B Haefner - Procedia CIRP, 2016 - Elsevier
… Being also supported in e-learning, the fostering of self-competency appears to be possible
on a high level. The gradation between the modules is owed to the fact that only in modules