Introduction. Modelling natural action selection
- 11 April 2007
- journal article
- review article
- Published by The Royal Society in Philosophical Transactions B
- Vol. 362 (1485), 1521-1529
- https://doi.org/10.1098/rstb.2007.2050
Abstract
Action selection is the task of resolving conflicts between competing behavioural alternatives. This theme issue is dedicated to advancing our understanding of the behavioural patterns and neural substrates supporting action selection in animals, including humans. The scope of problems investigated includes: (i) whether biological action selection is optimal (and, if so, what is optimized), (ii) the neural substrates for action selection in the vertebrate brain, (iii) the role of perceptual selection in decision-making, and (iv) the interaction of group and individual action selection. A second aim of this issue is to advance methodological practice with respect to modelling natural action section. A wide variety of computational modelling techniques are therefore employed ranging from formal mathematical approaches through to computational neuroscience, connectionism and agent-based modelling. The research described has broad implications for both natural and artificial sciences. One example, highlighted here, is its application to medical science where models of the neural substrates for action selection are contributing to the understanding of brain disorders such as Parkinson's disease, schizophrenia and attention deficit/hyperactivity disorder.Keywords
This publication has 43 references indexed in Scilit:
- Extending a biologically inspired model of choice: multi-alternatives, nonlinearity and value-based multidimensional choicePhilosophical Transactions B, 2007
- Understanding decision-making deficits in neurological conditions: insights from models of natural action selectionPhilosophical Transactions B, 2007
- Is there a brainstem substrate for action selection?Philosophical Transactions B, 2007
- Multilevel structure in behaviour and in the brain: a model of Fuster's hierarchyPhilosophical Transactions B, 2007
- Towards an executive without a homunculus: computational models of the prefrontal cortex/basal ganglia systemPhilosophical Transactions B, 2007
- Cortical mechanisms of action selection: the affordance competition hypothesisPhilosophical Transactions B, 2007
- Compromise strategies for action selectionPhilosophical Transactions B, 2007
- The ecology of action selection: insights from artificial lifePhilosophical Transactions B, 2007
- Do we expect natural selection to produce rational behaviour?Philosophical Transactions B, 2007
- The brainstem reticular formation is a small-world, not scale-free, networkProceedings. Biological sciences, 2005