By Alison Gopnik, Laura Schulz

Realizing causal constitution is a primary job of human cognition. Causal studying underpins the improvement of our thoughts and different types, our intuitive theories, and our capacities for making plans, mind's eye and inference. over the last few years, there was an interdisciplinary revolution in our knowing of studying and reasoning: Researchers in philosophy, psychology, and computation have came across new mechanisms for studying the causal constitution of the area. This new paintings presents a rigorous, formal foundation for conception theories of recommendations and cognitive improvement, and additionally, the causal studying mechanisms it has exposed cross dramatically past the conventional mechanisms of either nativist theories, reminiscent of modularity theories, and empiricist ones, akin to organization or connectionism.

Show description

Read Online or Download Causal Learning: Psychology, Philosophy, and Computation PDF

Similar cognitive books

The Developing Genome: An Introduction to Behavioral Epigenetics

Why will we develop as much as glance, act, and think as we do? via lots of the 20th century, scientists and laypeople spoke back this question by way of touching on elements by myself: our reports and our genes. yet contemporary discoveries approximately how genes paintings have printed a brand new strategy to comprehend the developmental origins of our features.

Understanding consciousness : its function and brain processes

Gerd Sommerhoff clarifies the most techniques concerning recognition and proposes a brand new and strikingly basic organic reason behind this mysterious phenomenon.

Understanding Events: From Perception to Action

We without problems keep in mind every type of occasions - from uncomplicated occasions like humans strolling to advanced occasions like leaves blowing within the wind. we will be able to additionally have in mind and describe those occasions, and usually, react safely to them, for instance, in heading off an drawing close item. Our out of the ordinary ease interacting with occasions belies the complexity of the underlying procedures we use to accommodate them.

Elements of Episodic Memory

Parts of Episodic reminiscence was once a seminal textual content within the reminiscence literature, hugely stated and influential. it's been unavailable for a few years, yet is now again in print as in its unique shape, with this reissue. The ebook examins the serious function that retrieval tactics play in remembering. It proposes that the character of recollective event is determiend by means of the interplay among the 'episodic' hint info and the 'sematic' retrieval details.

Additional resources for Causal Learning: Psychology, Philosophy, and Computation

Example text

Errors of this sort were made repeatedly, suggesting what from a human perspective would be described as complete lack of insight into the principles governing the construction of stable structures. When stable structures were achieved, this appeared to be the result of trial-and-error learning. There was little evidence that the apes were able to reason hypothetically about what would happen if they were to create this or that structure, without actually creating the structures in question, and then use this reasoning to guide their actions in the way that, for example, the children in Harris’s experiments were able to reason.

An organism that was incapable of acting on the world and could only passively observe associations outside its control would have no need for a notion of causation or causelike representations, conceived along interventionist lines. Such an organism might still find it useful to predict what will happen, but sensitivity to correlations and to temporal relationships, rather than to anything distinctively causal, would suffice for this purpose. Given a correlation between two variables X and Y, it would not matter how the correlation arises—whether because (a) X causes Y or because (b) X and Y have a common cause—as long as the correlation is stable and projectable.

Indeed, children spontaneously invoke what would have happened under alternative possibilities 28 CAUSATION AND INTERVENTION in arriving at causal judgments even when those alternatives are not explicitly mentioned in or prompted by the scenarios. Harris’s (2000) conclusion is that “counterfactual thinking comes readily to very young children and is deployed in their causal analysis of an outcome” (p. 136). This conclusion may seem surprising if one is accustomed, as many philosophers are, to thinking of counterfactuals as primarily having to do with Lewisstyle similarity relationships on possible worlds and similar metaphysical arcana.

Download PDF sample

Rated 4.10 of 5 – based on 31 votes