How adaptive behavior is produced: a perceptual-motivational alternative to response reinforcements

Abstract The sway that the response-reinforcement framework (Spencer, Thorndike, Hull, Skinner) has held on the behavioral sciences for nearly a hundred years is finally ending. The strength of this framework lay in providing concepts and methods for studying the effects of hedonic (reinforcing) stimuli on the repetition of specified responses acquired in instrumental training situations of various kinds. Its weakness lay in the invalidity of its central assumptions, stimulus-response association and response-reinforcement, which could not deal with motor-equivalence and flexibility (or “intelligence”) in behavior. To the four decades of incisive criticism on particular theoretical and empirical grounds, a more comprehensive challenge to the response-reinforcement framework is now added by the newer ideas about the nature of cognitive, motivational, and response-production processes that have emerged from the work of ethologists, neuroscientists, and cognitive psychologists. An alternative framework, incorporating the newer ideas, is clearly needed. The particular framework proposed here is based on the ideas of perceptual learning of stimulus-stimulus correlations and of a motivational (rather than reinforcing) role of hedonic (incentive) stimuli. According to it, an act is produced when its act-assembly is activated by a pexgo (perceptual representation) of a certain eliciting stimulus complex (ES). When certain eliciting stimuli are correlated with incentive stimuli, they acquire motivational properties that serve to strengthen the pexgos generated by those eliciting stimuli and thereby increase the probability of activation of the corresponding act-assemblies. Motivation thus influences response production, not by directly instigating “existing” responses, but by modulating the strength of pexgos of eliciting stimuli for the succession of acts that comprise a response. Therefore, a response is always constructed afresh on the basis of current perceptions; not even a stable and stereotyped response occurs as a mere activation of a preformed motor program. The topography of any response that emerges is determined by the nature of the motivational state and the momentary spatiotemporal distribution of eliciting stimuli of changing motivational valence. By suggesting that the animal learns the overlapping and nested correlations between the stimulus events that commonly occur in a given situation, and by separating what is learned from the processes of response production, the proposed perceptual-motivational framework seems capable of dealing with the problems of motor equivalence and flexibility in adaptive behavior. Some implications of this approach for further behavioral and brain research on such problems as behavior modification, learning by observation of models, analysis of causality, and search for neural substrates of learning and response production, are outlined.

[1]  J. Müller,et al.  Of the brain. , 1837 .

[2]  W. James,et al.  The Principles of Psychology. , 1983 .

[3]  W. Köhler The Mentality of Apes. , 2018, Nature.

[4]  K. Lashley,et al.  The survival of the maze habit after cerebellar injuries. , 1926 .

[5]  H. Blodgett,et al.  The effect of the introduction of reward upon the maze performance of rats , 1929 .

[6]  J. Watson,et al.  The battle of behaviorism , 1929 .

[7]  C. H. Honzik,et al.  Degrees of hunger, reward and non-reward, and maze learning in rats, and Introduction and removal of reward, and maze performance in rats , 1930 .

[8]  E. Tolman Purposive behavior in animals and men , 1932 .

[9]  I. P. Pavlov,et al.  The reply of a physiologist to psychologists. , 1932 .

[10]  C. L. Hull Differential habituation to internal stimuli in the albino rat. , 1933 .

[11]  K. Popper,et al.  The Logic of Scientific Discovery , 1960 .

[12]  R. Leeper The Rôle of Motivation in Learning: A Study of the Phenomenon of Differential Motivational Control of the Utilization of Habits , 1935 .

[13]  B. Skinner The Generic Nature of the Concepts of Stimulus and Response , 1935 .

[14]  B. Skinner Two Types of Conditioned Reflex and a Pseudo Type , 1935 .

[15]  K. Zener The significance of behavior accompanying conditioned salivary secretion for theories of the conditioned response. , 1937 .

[16]  W. S. McCulloch,et al.  FUNCTIONAL ORGANIZATION IN THE SENSORY CORTEX OF THE MONKEY (MACACA MULATTA) , 1938 .

[17]  G. Āllport Personality: A Psychological Interpretation , 1938 .

[18]  O. Mowrer A stimulus-response analysis of anxiety and its role as a reinforcing agent. , 1939 .

[19]  N. Miller,et al.  Social Learning and Imitation , 1942 .

[20]  L. Crespi Quantitative variation of incentive and performance in the white rat. , 1942 .

[21]  B. Skinner,et al.  Principles of Behavior , 1944 .

[22]  Kendler Hh The influence of simultaneous hunger and thirst drives upon the learning of two opposed spatial responses of the white rat. , 1946 .

[23]  L. Postman,et al.  The history and present status of the law of effect. , 1947, Psychological bulletin.

[24]  P. Young Appetite, palatability and feeding habit; a critical review. , 1948, Psychological bulletin.

[25]  E. Hilgard,et al.  Theories of Learning , 1981 .

[26]  J. Konorski Conditioned reflexes and neuron organization. , 1948 .

[27]  E. Tolman Cognitive maps in rats and men. , 1948, Psychological review.

[28]  E. Tolman There is more than one kind of learning. , 1949, Psychological review.

[29]  M. Bitterman,et al.  Reinforcement of learning; the process of sensory integration. , 1949, Psychological review.

[30]  N. Miller,et al.  Personality and Psychotherapy , 1951 .

[31]  S. Kaplan The Physiology of Thought , 1950 .

[32]  P. Meehl On the circularity of the law of effect. , 1950 .

[33]  K. Lewin Field theory in social science , 1951 .

[34]  K. Lashley The problem of serial order in behavior , 1951 .

[35]  William Rowan,et al.  The Study of Instinct , 1953 .

[36]  J. Deese The psychology of learning , 1952 .

[37]  M. Balint [Love and hate]. , 1952, Psyche.

[38]  B. Skinner,et al.  Science and human behavior , 1953 .

[39]  D. Mcclelland,et al.  The Achievement Motive , 1954 .

[40]  S. Levine The role of irrelevant drive stimuli in learning. , 1953, Journal of experimental psychology.

[41]  L. A. Jeffress,et al.  Cerebral Mechanisms in Behavior , 1953 .

[42]  C. L. Hull,et al.  A Behavior System , 1954 .

[43]  J. P. Seward,et al.  Drive, incentive, and reinforcement. , 1956, Psychological review.

[44]  W. Estes Modern learning theory , 1957 .

[45]  W. Penfield Functional localization in temporal and deep sylvian areas. , 1958, Research publications - Association for Research in Nervous and Mental Disease.

[46]  S. Howard Bartley,et al.  Principles of perception , 1958 .

[47]  D. Premack Toward empirical behavior laws. I. positive reinforcement. , 1959, Psychological review.

[48]  D. Bindra,et al.  Motivation: A Systematic Reinterpretation , 1959 .

[49]  C. Pfaffmann The pleasures of sensation. , 1960, Psychological review.

[50]  O. Mowrer Learning theory and the symbolic processes. , 1962 .

[51]  Learning without swimming in a water maze. , 1960 .

[52]  K. Lashley,et al.  The neuropsychology of Lashley , 1960 .

[53]  J. H. Curtis,et al.  Learning Theory and Behavior , 1960 .

[54]  J. Deutsch The structural basis of behavior , 1960 .

[55]  K. Breland,et al.  The misbehavior of organisms. , 1961 .

[56]  D. Bindra,et al.  Components of general activity and the analysis of behavior. , 1961 .

[57]  G. Kimble,et al.  Hilgard and Marquis' Conditioning and learning , 1961 .

[58]  D. Sheer,et al.  Electrical stimulation of the brain , 1961 .

[59]  A. Amsel Frustrative nonreward in partial reinforcement and discrimination learning: some recent history and a theoretical extension. , 1962, Psychological review.

[60]  Koch Sigmund Ed,et al.  Psychology: A Study of A Science , 1962 .

[61]  D. Lawrence The nature of a stimulus: Some relationships between learning and perception. , 1962 .

[62]  P. Teitelbaum,et al.  Regulation of food intake in the absence of taste, smell, and other oropharyngeal sensations. , 1962 .

[63]  R. Solomon,et al.  Discriminative classical conditioning in dogs paralyzed by curare can later control discriminative avoidance responses in the normal state. , 1962, Psychological review.

[64]  Wenner-Grenska samfundet,et al.  Olfaction and taste , 1963 .

[65]  A. Bandura,et al.  Social learning and personality development , 1964 .

[66]  S. Tomkins Computer simulation of personality , 1963 .

[67]  H. O. Kiess,et al.  MOTIVATIONAL PROPERTIES OF HYPOTHALAMIC AGGRESSION IN CATS. , 1964, Journal of comparative and physiological psychology.

[68]  B. Underwood,et al.  ASSOCIATION BY CONTIGUITY. , 1964, Journal of experimental psychology.

[69]  L. H. Hicks Effects of Overtraining on Acquisition and Reversal of Place and Response Learning , 1964 .

[70]  John W. Atkinson,et al.  Introduction: Motivation , 1964 .

[71]  G D ELLISON,et al.  Separation of the Salivary and Motor Responses in Instrumental Conditioning , 1964, Science.

[72]  LEARNING AND ASSOCIATED PHENOMENA IN INVERTEBRATES. , 1964 .

[73]  D. M. MacKay,et al.  Cerebral Organization and the Conscious Control of Action , 1965 .

[74]  J. Brožek CONTEMPORARY SOVIET PSYCHOLOGY. , 1965, Transactions of the New York Academy of Sciences.

[75]  J. M. Notterman,et al.  Dynamics of response , 1965 .

[76]  R. Haber Current research in motivation , 1966 .

[77]  K. Craik The nature of psychology , 1966 .

[78]  P. Bateson THE CHARACTERISTICS AND CONTEXT OF IMPRINTING , 1966, Biological reviews of the Cambridge Philosophical Society.

[79]  B. Ritchie,et al.  The Explanation of Behavior , 1966 .

[80]  F. W. Irwin Criteria of expectancy. , 1966, Psychological review.

[81]  N. A. Bernshteĭn The co-ordination and regulation of movements , 1967 .

[82]  R. Rescorla,et al.  Two-process learning theory: Relationships between Pavlovian conditioning and instrumental learning. , 1967, Psychological review.

[83]  L. Means,et al.  Hypothalamic mechanisms for sexual, aggressive, and other motivational behaviors in the opossium, Didelphis virginiana. , 1967, Journal of comparative and physiological psychology.

[84]  D. Bindra,et al.  Nature of positive and negative incentive-motivational effects on general activity. , 1967, Journal of comparative and physiological psychology.

[85]  J. Konorski Integrative activity of the brain , 1967 .

[86]  Anthony G. Greenwald,et al.  Psychological foundations of attitudes , 1968 .

[87]  Pleasure and Pain , 1968 .

[88]  P. L. Brown,et al.  Auto-shaping of the pigeon's key-peck. , 1968, Journal of the experimental analysis of behavior.

[89]  D. Bindra Neuropsychological interpretation of the effects of drive and incentive-motivation on general activity and instrumental behavior. , 1968 .

[90]  E. E. Krieckhaus,et al.  Acquisition of sodium by rats: interaction of innate mechanisms and latent learning. , 1968, Journal of comparative and physiological psychology.

[91]  A. Staats 2 – Social Behaviorism and Human Motivation: Principles of the Attitude-Reinforcer-Discriminative System , 1968 .

[92]  M. Arbib Memory limitations of stimulus-response models. , 1969 .

[93]  B. Skinner Contingencies of reinforcement : a theoretical analysis , 1969 .

[94]  B. Campbell,et al.  Punishment and aversive behavior , 1969 .

[95]  W M Baum,et al.  Choice as time allocation. , 1969, Journal of the experimental analysis of behavior.

[96]  Patrick Suppes,et al.  Stimulus-response theory of finite automata , 1969 .

[97]  J. Tapp,et al.  Reinforcement and behavior , 1969 .

[98]  D Bindra,et al.  A UNIFIED INTERPRETATION OF EMOTION AND MOTIVATION * , 1969, Annals of the New York Academy of Sciences.

[99]  E. E. Krieckhaus "Innate recognition" aids rats in sodium regulation. , 1970, Journal of comparative and physiological psychology.

[100]  R. Herrnstein On the law of effect. , 1970, Journal of the experimental analysis of behavior.

[101]  Paul L. Garvin,et al.  Cognition: a multiple view , 1970 .

[102]  R. Bolles Species-specific defense reactions and avoidance learning. , 1970 .

[103]  D. Meltzer,et al.  Conditioned suppression and conditioned enhancement with the same positive UCS: an effect of CS duration. , 1970, Journal of the experimental analysis of behavior.

[104]  Frank Restle,et al.  Theory of Serial Pattern Learning: Structural Trees. , 1970 .

[105]  E. Stricker,et al.  Salt-seeking behavior in rats following acute sodium deficiency. , 1970, Journal of comparative and physiological psychology.

[106]  L. Lidberg Neurophysiology and emotion: Proceedings of a conference under the auspices of Russell Sage Foundation and The Rockefeller University. Editor: David C. Glass. The Rockefeller Press and Russell Sage Foundation, New York, 1967 , 1970 .

[107]  F. W. Irwin Intentional behavior and motivation : a cognitive theory , 1971 .

[108]  N. Mackintosh,et al.  Mechanisms of animal discrimination learning , 1971 .

[109]  M. H. Marx Nebraska Symposium on Motivation: 1969. , 1971 .

[110]  D. McFarland Feedback mechanisms in animal behaviour , 1971 .

[111]  M. Cabanac Physiological Role of Pleasure , 1971, Science.

[112]  Perception of Changes in Certain Exteroceptive Stimuli , 1971, Science.

[113]  J. Falk The nature and determinants of adjunctive behavior. , 1971, Physiology & behavior.

[114]  E Gamzu,et al.  Classical Conditioning of a Complex Skeletal Response , 1971, Science.

[115]  B. Skinner Beyond Freedom and Dignity , 1972 .

[116]  J. Staddon,et al.  The "supersitition" experiment: A reexamination of its implications for the principles of adaptive behavior. , 1971 .

[117]  K. Pribram Languages of the Brain: Experimental Paradoxes and Principles in Neuropsychology , 1971 .

[118]  P. H. Duerfeldt,et al.  Some relevant variables in observational learning of the rat , 1971 .

[119]  Y. Miyata,et al.  Effect of food-satiation and food-deprivation upon the conditioned reflexes established by the Ellison-Konorski separation procedure. , 1971, Acta neurobiologiae experimentalis.

[120]  H Rachlin,et al.  On the tautology of the matching law. , 1971, Journal of the experimental analysis of behavior.

[121]  J. P. Flynn,et al.  Corticospinal control of striking in centrally elicited attack behavior. , 1972, Brain research.

[122]  T. Broadbent,et al.  Criticism and the Growth of Knowledge , 1972 .

[123]  R. Gilbert Variation and Selection of Behavior , 1972 .

[124]  R. Bolles Reinforcement, expectancy, and learning. , 1972 .

[125]  J. P. Flynn,et al.  Control of somatosensory fields for striking during hypothalamically elicited attack. , 1972, Brain research.

[126]  J. R. Millenson,et al.  Reinforcement : behavioral analyses , 1972 .

[127]  B. Weiner Theories of motivation : from mechanism to cognition , 1972 .

[128]  E. Segal Induction and the Provenance of Operants , 1972 .

[129]  J.E.R. Staddon,et al.  Temporal Control and the Theory of Reinforcement Schedules , 1972 .

[130]  W. F. Prokasy,et al.  Classical conditioning II: Current research and theory. , 1972 .

[131]  M. Seligman,et al.  Biological boundaries of learning. , 1972 .

[132]  E. Menzel Chimpanzee Spatial Memory Organization , 1973, Science.

[133]  M. Turvey On peripheral and central processes in vision: inferences from an information-processing analysis of masking with patterned stimuli. , 1973, Psychological review.

[134]  T. A. Ryan,et al.  Intentional behavior; an approach to human motivation , 1973 .

[135]  Allen Newell,et al.  Human Problem Solving. , 1973 .

[136]  W. T. Powers Behavior, the control of perception , 1973 .

[137]  A. Catania The concept of the operant in the analysis of behavior. , 1973 .

[138]  E A Wasserman,et al.  Pavlovian Conditioning with Heat Reinforcement Produces Stimulus-Directed Pecking in Chicks , 1973, Science.

[139]  R. Hinde Constraints on learning , 1973 .

[140]  D. Bindra A motivational view of learning, performance, and behavior modification. , 1974, Psychological review.

[141]  F. M. Levine,et al.  Token rewards may lead to token learning. , 1974 .

[142]  N. Mackintosh The psychology of animal learning , 1974 .

[143]  V. Lolordo,et al.  The effects upon food-reinforced pecking and treadle-pressing of auditory and visual signals for response-independent food☆ , 1974 .

[144]  Robert Bolles,et al.  Constraints on Learning: Limitations and Predispositions , 1974 .

[145]  H. M. Jenkins,et al.  Sign-tracking : the stimulus-reinforcer relation and directed action , 1974 .

[146]  C. L. Hull A behavior system: An introduction to behavior theory concerning the individual organism , 1974 .

[147]  Asratyan Ea Conditional reflex theory and motivational behavior. , 1974 .

[148]  N. A. Buchwald Brain Mechanisms in Mental Retardation , 1975 .

[149]  I. Cohen The reinforcement value of schedule-induced drinking. , 1975, Journal of The Experimental Analysis of Behavior.

[150]  Jerram L. Brown The evolution of behavior , 1975 .

[151]  G. Mpitsos,et al.  Learning: rapid aversive conditioning in the gastropod mollusk Pleurobranchaea. , 1975, Science.

[152]  S. Shettleworth Reinforcement and the organization of behavior in golden hamsters: Hunger, environment, and food reinforcement. , 1975 .

[153]  N. Mackintosh A Theory of Attention: Variations in the Associability of Stimuli with Reinforcement , 1975 .

[154]  J. E. Mazur The matching law and quantifications related to Premack's principle. , 1975 .

[155]  R. F. Thompson,et al.  Neuronal substrate of classical conditioning in the hippocampus , 1976, Science.

[156]  Edmund Fantino,et al.  Self-control and general models of choice. , 1976 .

[157]  H. L. Miller Matching-based hedonic scaling in the pigeon. , 1976, Journal of the experimental analysis of behavior.

[158]  D. Olton,et al.  Animal Behavior Processes , 2022 .

[159]  I. Lakatos Falsification and the Methodology of Scientific Research Programmes , 1976 .

[160]  D. Bindra A theory of intelligent behavior , 1976 .

[161]  Mari Riess Jones,et al.  Levels of structure in the reconstruction of temporal and spatial serial patterns. , 1976 .

[162]  D. Bindra,et al.  An interpretation of autoshaping and related phenomena in terms of stimulus-incentive contingencies alone. , 1976 .

[163]  G. Stratton University of California publications in psychology , 1976 .

[164]  R. Hinde,et al.  Growing Points in Ethology , 1976 .

[165]  E. Stricker,et al.  The physiological psychology of hunger: a physiological perspective. , 1976, Psychological review.

[166]  D. Booth Approaches to feeding control , 1976 .

[167]  A. M. Uttley Neurophysiological predictions of a two-pathway informon theory of neural conditioning , 1976, Brain Research.

[168]  D. R. Williams,et al.  The associative relation underlying autoshaping in the pigeon. , 1976, Journal of the experimental analysis of behavior.

[169]  A. Ludlow The Behaviour of a Model Animal , 1976 .

[170]  C. Shimp Organization in memory and behavior. , 1976, Journal of the experimental analysis of behavior.

[171]  J. C. Fentress Simpler networks and behavior , 1976 .

[172]  R. Herrnstein,et al.  Toward a law of response strength. , 1976 .

[173]  S. H. Hulse,et al.  Structural complexity as a determinant of serial pattern learning , 1977 .

[174]  D. Hebb What he gives with one hand . . . . , 1977 .

[175]  J. E. Mazur,et al.  Quantitative studies of reinforcement relativity. , 1977, Journal of the experimental analysis of behavior.

[176]  Richard J. Herrnstein,et al.  The evolution of behaviorism. , 1977 .

[177]  R. Herrnstein Doing What Comes Naturally: A Reply to Professor Skinner. , 1977 .

[178]  B. Skinner Herrnstein and the evolution of behaviorism. , 1977 .

[179]  N. Guttman On Skinner and Hull: A reminiscence and projection. , 1977 .

[180]  J S Buchwald,et al.  Classical conditioning with auditory discrimination of the eye blink in decerebrate cats. , 1977, Science.

[181]  Y. Oomura,et al.  Food intake and chemical senses , 1977 .

[182]  Fred I. Dretske,et al.  Laws of Nature , 1977, Philosophy of Science.

[183]  I. Janis,et al.  Decision Making: A Psychological Analysis of Conflict, Choice, and Commitment , 1977 .

[184]  D. Booth Satiety and appetite are conditioned reactions. , 1977, Psychosomatic medicine.

[185]  W. K. Beagley,et al.  Hypothalamic stimulation facilitates contralateral visual control of a learned response. , 1977, Science.

[186]  W. K. Honig,et al.  Handbook of Operant Behavior , 2022 .

[187]  M. Domjan,et al.  Learning mechanisms in food selection , 1977 .

[188]  D. Booth Language acquisition as the addition of verbal routines , 1978 .

[189]  B. Wong,et al.  Infantile Handling and Learning: A Critical Review , 1978 .

[190]  S. B. Atienza-Samols,et al.  With Contributions by , 1978 .

[191]  W. K. Honig,et al.  Cognitive Processes in Animal Behavior , 1979 .