When presented with structured sequences to learn, do nonhuman animals abstract and learn relational information-do they induce and learn rules? This paper provides an overview of the current evidence that bears on this question from our recent behavioral and psychobiological research on rat sequential learning. Evidence is presented that rats are sensitive to hierarchical structure in response sequences, that phrasing can bias rats' perception of pattern structure, that rats induce pattern structures from nonadjacent items in "interleaved" patterns, and that rule learning processes are active concurrently with other learning processes. The paper also describes work on the psychobiology of sequential learning that shows that multiple concurrent cognitive processes can be dissociated by MK-801, an NMDA receptor antagonist, and by other drug and lesion manipulations. Taken together, the results indicate that rats use rule learning processes concurrently with associative learning processes in a wide variety of sequential learning problems.Keywords: sequential learning, rule learning, hierarchical organization, phrasing, interleaved patterns Sequential learning involves learning to organize sequences of behavior or to anticipate events that occur in a consistent sequential order. Despite a century of research directed toward characterizing how acquired sequential behavior is organized, many questions remain unanswered regarding the nature of the mechanisms responsible for sequential learning in animal behavior. Perhaps the question that has proven most difficult to answer has been whether or not relational structures that are present in a sequence to be learned influence how and what animals learn. That is to say, when presented with structured sequences, do nonhuman animals encode a memorial representation of their experience that "goes beyond the information given" (Bruner, 1957)? Do they ultimately abstract and learn relational information-do they induce and learn rules? In this paper, I hope to provide an overview of the current evidence that bears on this question from our recent behavioral and psychobiological research on rat sequential learning. First, I will describe some behavioral studies from the 1970s and 1980s that seemed to show that rats indeed learn rules from patterns composed of sequences of food quantities, and then I will describe our recent research with a computational model that questioned the necessity of that conclusion. Next I will describe more recent operant research from our laboratory consistent with the idea that rats are sensitive to the structure of patterns that are hierarchically organized or composed of two interleaved subpatterns. Finally, I will present data from drug and lesion studies that suggest that sequential learning in rats is mediated by multiple concurrent psychological and brain systems, at least one of which appears to be related to rule induction.
Rule Induction in Reward MagnitudeSerial Pattern LearningIn the 1970s and 1980s, several studies by Stewart Hulse and co...