The role of variability in motor learning

AK Dhawale, MA Smith… - Annual review of …, 2017 - annualreviews.org
Trial-to-trial variability in the execution of movements and motor skills is ubiquitous and
widely considered to be the unwanted consequence of a noisy nervous system. However …

[HTML][HTML] Hierarchical motor control in mammals and machines

J Merel, M Botvinick, G Wayne - Nature communications, 2019 - nature.com
Advances in artificial intelligence are stimulating interest in neuroscience. However, most
attention is given to discrete tasks with simple action spaces, such as board games and …

Humans use directed and random exploration to solve the explore–exploit dilemma.

RC Wilson, A Geana, JM White, EA Ludvig… - Journal of …, 2014 - psycnet.apa.org
All adaptive organisms face the fundamental tradeoff between pursuing a known reward
(exploitation) and sampling lesser-known options in search of something better …

Temporal structure of motor variability is dynamically regulated and predicts motor learning ability

HG Wu, YR Miyamoto, LNG Castro, BP Ölveczky… - Nature …, 2014 - nature.com
Individual differences in motor learning ability are widely acknowledged, yet little is known
about the factors that underlie them. Here we explore whether movement-to-movement …

Acute off-target effects of neural circuit manipulations

TM Otchy, SBE Wolff, JY Rhee, C Pehlevan, R Kawai… - Nature, 2015 - nature.com
Rapid and reversible manipulations of neural activity in behaving animals are transforming
our understanding of brain function. An important assumption underlying much of this work …

Basal ganglia subcircuits distinctively encode the parsing and concatenation of action sequences

X Jin, F Tecuapetla, RM Costa - Nature neuroscience, 2014 - nature.com
Chunking allows the brain to efficiently organize memories and actions. Although basal
ganglia circuits have been implicated in action chunking, little is known about how individual …

Habits, rituals, and the evaluative brain

AM Graybiel - Annu. Rev. Neurosci., 2008 - annualreviews.org
Scientists in many different fields have been attracted to the study of habits because of the
power habits have over behavior and because they invoke a dichotomy between the …

Complementary contributions of striatal projection pathways to action initiation and execution

F Tecuapetla, X Jin, SQ Lima, RM Costa - Cell, 2016 - cell.com
The performance of an action relies on the initiation and execution of appropriate movement
sequences. Two basal ganglia pathways have been classically hypothesized to regulate this …

How is a motor skill learned? Change and invariance at the levels of task success and trajectory control

L Shmuelof, JW Krakauer… - Journal of …, 2012 - journals.physiology.org
The public pays large sums of money to watch skilled motor performance. Notably, however,
in recent decades motor skill learning (performance improvement beyond baseline levels) …

[HTML][HTML] Behavioral variability through stochastic choice and its gating by anterior cingulate cortex

DGR Tervo, M Proskurin, M Manakov, M Kabra… - Cell, 2014 - cell.com
Behavioral choices that ignore prior experience promote exploration and unpredictability but
are seemingly at odds with the brain's tendency to use experience to optimize behavioral …