The algorithmic architecture of exploration in the human brain

E Schulz, SJ Gershman - Current opinion in neurobiology, 2019 - Elsevier
Highlights•Humans use uncertainty-based algorithms to balance exploration and
exploitation.•Humans utilize structure in the state space to make exploration more …

A primer on foraging and the explore/exploit trade-off for psychiatry research

MA Addicott, JM Pearson, MM Sweitzer… - …, 2017 - nature.com
Foraging is a fundamental behavior, and many types of animals appear to have solved
foraging problems using a shared set of mechanisms. Perhaps the most common foraging …

[图书][B] Интеллектуально-личностный потенциал человека в условиях неопределенности и риска

Т Корнилова - 2022 - books.google.com
В научной монографии раскрывается функционирование единого интеллектуально-
личностного потенциала человека в регуляции его решений и выборов. Условия …

Dopaminergic modulation of the exploration/exploitation trade-off in human decision-making

K Chakroun, D Mathar, A Wiehler, F Ganzer, J Peters - Elife, 2020 - elifesciences.org
Involvement of dopamine in regulating exploration during decision-making has long been
hypothesized, but direct causal evidence in humans is still lacking. Here, we use a …

Systematic exploration and uncertainty dominate young children's choices

NJ Blanco, VM Sloutsky - Developmental Science, 2021 - Wiley Online Library
Organisms need to constantly balance the competing demands of gathering information and
using previously acquired information to obtain rewarding outcomes (ie, the “exploration …

[HTML][HTML] Seeking motivation and reward: Roles of dopamine, hippocampus, and supramammillo-septal pathway

AJ Kesner, CB Calva, S Ikemoto - Progress in neurobiology, 2022 - Elsevier
Reinforcement learning and goal-seeking behavior are thought to be mediated by midbrain
dopamine neurons. However, little is known about neural substrates of curiosity and …

Dopaminergic genes are associated with both directed and random exploration

SJ Gershman, BG Tzovaras - Neuropsychologia, 2018 - Elsevier
In order to maximize long-term rewards, agents must balance exploitation (choosing the
option with the highest payoff) and exploration (gathering information about options that …

Acteoside and isoacteoside protect amyloid β peptide induced cytotoxicity, cognitive deficit and neurochemical disturbances in vitro and in vivo

YJ Shiao, MH Su, HC Lin, CR Wu - International journal of molecular …, 2017 - mdpi.com
Acteoside and isoacteoside, two phenylethanoid glycosides, coexist in some plants. This
study investigates the memory-improving and cytoprotective effects of acteoside and …

Attentional mechanisms drive systematic exploration in young children

NJ Blanco, VM Sloutsky - Cognition, 2020 - Elsevier
Exploration is critical for discovering how the world works. Exploration should be particularly
valuable for young children, who have little knowledge about the world. Theories of decision …

Accelerated vector pruning for optimal POMDP solvers

E Walraven, M Spaan - Proceedings of the AAAI Conference on …, 2017 - ojs.aaai.org
Abstract Partially Observable Markov Decision Processes (POMDPs) are powerful models
for planning under uncertainty in partially observable domains. However, computing optimal …