[HTML][HTML] Continual lifelong learning with neural networks: A review

GI Parisi, R Kemker, JL Part, C Kanan, S Wermter - Neural networks, 2019 - Elsevier
Humans and animals have the ability to continually acquire, fine-tune, and transfer
knowledge and skills throughout their lifespan. This ability, referred to as lifelong learning, is …

Towards a neuroscience of active sampling and curiosity

J Gottlieb, PY Oudeyer - Nature Reviews Neuroscience, 2018 - nature.com
In natural behaviour, animals actively interrogate their environments using endogenously
generated 'question-and-answer'strategies. However, in laboratory settings participants …

The intertwined histories of artificial intelligence and education

S Doroudi - International Journal of Artificial Intelligence in …, 2023 - Springer
In this paper, I argue that the fields of artificial intelligence (AI) and education have been
deeply intertwined since the early days of AI. Specifically, I show that many of the early …

[КНИГА][B] The alignment problem: How can machines learn human values?

B Christian - 2021 - books.google.com
'Vital reading. This is the book on artificial intelligence we need right now.'Mike Krieger,
cofounder of Instagram Artificial intelligence is rapidly dominating every aspect of our …

Active inference and epistemic value

K Friston, F Rigoli, D Ognibene, C Mathys… - Cognitive …, 2015 - Taylor & Francis
We offer a formal treatment of choice behavior based on the premise that agents minimize
the expected free energy of future outcomes. Crucially, the negative free energy or quality of …

Intrinsic motivation, curiosity, and learning: Theory and applications in educational technologies

PY Oudeyer, J Gottlieb, M Lopes - Progress in brain research, 2016 - Elsevier
This chapter studies the bidirectional causal interactions between curiosity and learning and
discusses how understanding these interactions can be leveraged in educational …

The neuroanatomical, neurophysiological and psychological basis of memory: Current models and their origins

E Camina, F Güell - Frontiers in pharmacology, 2017 - frontiersin.org
This review aims to classify and clarify, from a neuroanatomical, neurophysiological, and
psychological perspective, different memory models that are currently widespread in the …

Information-seeking, curiosity, and attention: computational and neural mechanisms

J Gottlieb, PY Oudeyer, M Lopes, A Baranes - Trends in cognitive sciences, 2013 - cell.com
Intelligent animals devote much time and energy to exploring and obtaining information, but
the underlying mechanisms are poorly understood. We review recent developments on this …

Computational mechanisms of curiosity and goal-directed exploration

P Schwartenbeck, J Passecker, TU Hauser… - elife, 2019 - elifesciences.org
Successful behaviour depends on the right balance between maximising reward and
soliciting information about the world. Here, we show how different types of information-gain …

Locus coeruleus and dopaminergic consolidation of everyday memory

T Takeuchi, AJ Duszkiewicz, A Sonneborn… - Nature, 2016 - nature.com
The retention of episodic-like memory is enhanced, in humans and animals, when
something novel happens shortly before or after encoding. Using an everyday memory task …