The Role of Attention in Animal Learning

Lead Research Organisation: University of Nottingham
Department Name: Sch of Psychology

Abstract

Virtually all animals exhibit the basic and important ability to learn that one event signals another. For example, people can learn that big black clouds signal an imminent downpour, and animals can learn about different signals for food and danger. Interestingly, however, simply pairing two events does not always result in learning that one of these events is a signal for the other: learning about the relationship between two events can be hindered - and sometimes prevented altogether - by the mere presence of another environmental event that is more informative. The purpose of the research I propose to conduct is to understand why this happens: why does learning sometimes fail? One reason why an animal may fail to learn about an event is because it has learned to shift its attention away from it. This project will investigate this possibility. One series of experiments will explore whether stimuli which have failed to be learned about consequently command less attention. Another series will explore whether learning about events that occur at the same time result in shifts in attention between events. These experiments will use rats which, for many years, have proved to be an excellent laboratory subject for the study of learning, and which have provided the best data to guide our development of theories of learning. This research is important because learning plays a central role in many of our explanations for how the human brain and mind works. If it is found that learning contributes to shifts in attention then the research will make a significant contribution to our understanding of normal psychological functioning. This research will also be of interest because mental disorders such as schizophrenia are thought to be the consequence of a disorder of attention. As we refine our theoretical understanding of how attention works, then we can better understand, and treat, those affected when it goes wrong. This research will cost £434,562 and will be conducted at the University of Nottingham School of Psychology.

Technical Summary

Studies of conditioning in animals have revealed that learning about a target stimulus is hindered if it is conditioned in conjunction with another stimulus (overshadowing), or if the accompanying stimulus has a history of conditioning itself (blocking). Using an appetitive Pavlovian conditioning procedure with rats, the first series of experiments will examine whether blocking and overshadowing of the target stimulus are a consequence of it being a relatively poor predictor of the outcome, and thus loosing attention (Mackintosh, 1975). If they are then a subsequent test discrimination which is based upon blocked or overshadowed stimuli should be especially difficult to solve, as these stimuli should be ignored. Using a flavour aversion procedure, the second series of experiments will explore the contribution of stimulus predictability to variations in attention in within-event learning. As a consequence of exposure to two similar events (AX and BX) the unique features of these events (e.g. A) become more salient than the common element (X). Experiments will investigate whether the increase in attention to A is a consequence of it being a good predictor of the stimulus that accompanies it (i.e. always X), and the loss in attention to X a result of it being a poor predictor of the stimulus that accompanies it (sometimes A, sometimes B). The final series of experiments will examine whether stimulus selection effects, such as overshadowing and blocking, are present in within-event learning. Some researchers (e.g. Rescorla & Durlach, 1981) have proposed that within-event learning is fundamentally different to standard between-event learning. There is therefore a need to establish whether within-event learning possesses the same properties as between-event learning.

Publications

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Dwyer DM (2011) Cue interactions in flavor preference learning: a configural analysis. in Journal of experimental psychology. Animal behavior processes

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Haselgrove M (2010) Two kinds of attention in Pavlovian conditioning: evidence for a hybrid model of learning. in Journal of experimental psychology. Animal behavior processes

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Haselgrove M (2013) Enhanced unblocking from sustained post-trial surprise. in Journal of experimental psychology. Animal behavior processes

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Jones PM (2011) Overshadowing and associability change. in Journal of experimental psychology. Animal behavior processes

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Jones PM (2013) Blocking and associability change. in Journal of experimental psychology. Animal behavior processes

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Le Pelley ME (2012) Modeling attention in associative learning: two processes or one? in Learning & behavior

 
Description The experiments within this grant investigated the role of attention in animal learning.

The first series of experiments demonstrated that animals (rats) would learn better about a stimulus that had, in the past, been a good predictor of a motivationally significant outcome than a stimulus that was irrelevant, importantly, we also demonstrated that the same species, under identical conditions, would also pay more attention to a stimulus that was an uncertain predictor of an outcome.

These results led to to the development of two theoretical models of learning and attention that reconciled the role of predictiveness and uncertainty in associative learning.

The second series of studies examined the contribution of learned variations in attention to stimuli that have been limited in their ability to be associated with an outcome as a consequence of being trained in compound with another stimulus. These experiments suggested a role for attention in a cue-competition effect called overshadowing, however the same effect was less prevalent for an effect call blocking - although data were acquired that, indirectly, suggested a role of attention (and uncertainty) in blocking.

A third series of experiments examined whether stimulus selection effects (overshadowing and blocking) and stimulus integration effects (within event learning) were present in stimuli that were presented contiguously with the outcome using flavour preference and object recognition procedures. This research did demonstrate such a role, and also initiated a collaboration with the University of Cardiff.
Exploitation Route This research has been used and cited by scientists interested in the psychological and neural processes involved in learning and attention.
Sectors Aerospace, Defence and Marine,Agriculture, Food and Drink,Pharmaceuticals and Medical Biotechnology,Security and Diplomacy

 
Description One way in which this research has benefited the UK outside of academia is through its dissemination to the general public at the British Science festival. I have also served as an expert interviewee for radio and television programmes on applications of animal learning and conditioning. I am currently collaborating with the Ministry of Defence to explore ways in which our understanding of animal learning and attention could be used to support research into animal training methods.
First Year Of Impact 2013
Sector Aerospace, Defence and Marine,Education,Security and Diplomacy
Impact Types Cultural,Policy & public services

 
Title Esber and Haselgrove Model 
Description A novel model of associative learning and attention that implements prediction error algorithms and feedback to simulate the role of predictability and uncertainty on learning and attention 
Type Of Material Computer model/algorithm 
Provided To Others? No  
Impact N/A 
URL http://rspb.royalsocietypublishing.org/cgi/pmidlookup?view=long&pmid=21653585
 
Description Collaboration with Dwyer 
Organisation Cardiff University
Country United Kingdom 
Sector Academic/University 
PI Contribution Conducted Experiments, mathematical modelling, writing for publication
Collaborator Contribution Conducted Experiments, writing for publication
Impact Dwyer, D. M., Haselgrove, M., & Jones, P. M. (2011). Cue interactions in flavor preference learning: A configural analysis. Journal of Experimental Psychology: Animal Behavior Processes, 37, 41-57
Start Year 2010
 
Description Collaboration with Esber 
Organisation University of Maryland
Department School of Medicine Maryland
Country United States 
Sector Academic/University 
PI Contribution Writing a paper for publication, conducting experiments
Collaborator Contribution Writing a paper for publication, modelling, conducting experiments
Impact Haselgrove, M., Esber, G. R., Pearce, J. M., & Jones, P. M. (2010). Two kinds of attention in Pavlovian conditioning: Evidence for a Hybrid Model of Learning. Journal of Experimental Psychology: Animal Behavior Processes, 36, 456-470. Esber, G. R. & Haselgrove, M. (2011) Reconciling the influence of predictiveness and uncertainty on stimulus salience: A model of attention in associative learning. Proceedings of the Royal Society B, 278, 2553-2561
 
Description Collaboration with Le Pelley 
Organisation University of New South Wales
Country Australia 
Sector Academic/University 
PI Contribution writing a paper for publication
Collaborator Contribution writing a paper for publication
Impact Le Pelley, M. E., Haselgrove, M., & Esber, G. R. (2012). Modelling attention in associative learning: Two processes or one? Learning and Behavior, 40, 292-304
Start Year 2011
 
Description Collaboration with Pearce 
Organisation Cardiff University
Department School of Psychology
Country United Kingdom 
Sector Academic/University 
PI Contribution Writing for publication, conducting expeirments
Collaborator Contribution Writing for publication, conducting expeirments
Impact Haselgrove, M., Esber, G. R., Pearce, J. M., & Jones, P. M. (2010). Two kinds of attention in Pavlovian conditioning: Evidence for a Hybrid Model of Learning. Journal of Experimental Psychology: Animal Behavior Processes, 36, 456-470. Pearce, J. M., Dopson, J. C., Haselgrove, M., & Esber, G. R (2012). The fate of redundant cues during blocking and a simple discrimination. Journal of Experimental Psychology: Animal Behavior Processes, 38, 167-179
 
Description British Science Festival 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Between 100 and 150 people attended my talk on The relevance of Irrelevance; at the BSF in Newcastle, and asked questions, sought advice afterwards.

N/A
Year(s) Of Engagement Activity 2013