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Decision Theory

In Richard Pettigrew & Jonathan Weisberg (eds.), The Open Handbook of Formal Epistemology. PhilPapers Foundation. pp. 57-106 (2019)

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  1. Policymaking under scientific uncertainty.Joe Roussos - 2020 - Dissertation, London School of Economics
    Policymakers who seek to make scientifically informed decisions are constantly confronted by scientific uncertainty and expert disagreement. This thesis asks: how can policymakers rationally respond to expert disagreement and scientific uncertainty? This is a work of non-ideal theory, which applies formal philosophical tools developed by ideal theorists to more realistic cases of policymaking under scientific uncertainty. I start with Bayesian approaches to expert testimony and the problem of expert disagreement, arguing that two popular approaches— supra-Bayesianism and the standard model of (...)
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  • The Oxford Handbook of the Cognitive Science of Belief.Neil Van Leeuwen & Tania Lombrozo (eds.) - forthcoming - Oxford University Press: Oxford.
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  • The Cognitive Science of Credence.Elizabeth Jackson - forthcoming - In Neil Van Leeuwen & Tania Lombrozo (eds.), The Oxford Handbook of the Cognitive Science of Belief. Oxford, UK: Oxford University Press.
    Credences are similar to levels of confidence, represented as a value on the [0,1] interval. This chapter sheds light on questions about credence, including its relationship to full belief, with an eye toward the empirical relevance of credence. First, I’ll provide a brief epistemological history of credence and lay out some of the main theories of the nature of credence. Then, I’ll provide an overview of the main views on how credences relate to full beliefs. Finally, I’ll turn to the (...)
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  • Philosophy of AI: A structured overview.Vincent C. Müller - 2024 - In Nathalie A. Smuha (ed.), Cambridge handbook on the law, ethics and policy of Artificial Intelligence. Cambridge University Press. pp. 1-25.
    This paper presents the main topics, arguments, and positions in the philosophy of AI at present (excluding ethics). Apart from the basic concepts of intelligence and computation, the main topics of ar-tificial cognition are perception, action, meaning, rational choice, free will, consciousness, and normativity. Through a better understanding of these topics, the philosophy of AI contributes to our understand-ing of the nature, prospects, and value of AI. Furthermore, these topics can be understood more deeply through the discussion of AI; so (...)
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  • Law-Abiding Causal Decision Theory.Timothy Luke Williamson & Alexander Sandgren - 2023 - British Journal for the Philosophy of Science 74 (4):899-920.
    In this paper we discuss how Causal Decision Theory should be modified to handle a class of problematic cases involving deterministic laws. Causal Decision Theory, as it stands, is problematically biased against your endorsing deterministic propositions (for example it tells you to deny Newtonian physics, regardless of how confident you are of its truth). Our response is that this is not a problem for Causal Decision Theory per se, but arises because of the standard method for assessing the truth of (...)
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  • Taking Risks on Behalf of Another.Johanna Thoma - 2023 - Philosophy Compass 18 (3):e12898.
    A growing number of decision theorists have, in recent years, defended the view that rationality is permissive under risk: Different rational agents may be more or less risk-averse or risk-inclined. This can result in them making different choices under risk even if they value outcomes in exactly the same way. One pressing question that arises once we grant such permissiveness is what attitude to risk we should implement when choosing on behalf of other people. Are we permitted to implement any (...)
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  • Unifying Epistemic and Practical Rationality.Mattias Skipper - 2023 - Mind 132 (525):136-157.
    Many theories of rational action are predicated on the idea that what it is rational to do in a given situation depends, in part, on what it is rational to believe in that situation. In short: they treat epistemic rationality as explanatorily prior to practical rationality. If they are right in doing so, it follows, on pain of explanatory circularity, that epistemic rationality cannot itself be a form of practical rationality. Yet, many epistemologists have defended just such a view of (...)
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  • Expert deference as a belief revision schema.Joe Roussos - 2020 - Synthese (1-2):1-28.
    When an agent learns of an expert's credence in a proposition about which they are an expert, the agent should defer to the expert and adopt that credence as their own. This is a popular thought about how agents ought to respond to (ideal) experts. In a Bayesian framework, it is often modelled by endowing the agent with a set of priors that achieves this result. But this model faces a number of challenges, especially when applied to non-ideal agents (who (...)
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  • Risk aversion and elite‐group ignorance.David Kinney & Liam Kofi Bright - 2021 - Philosophy and Phenomenological Research 106 (1):35-57.
    Critical race theorists and standpoint epistemologists argue that agents who are members of dominant social groups are often in a state of ignorance about the extent of their social dominance, where this ignorance is explained by these agents' membership in a socially dominant group (e.g., Mills 2007). To illustrate this claim bluntly, it is argued: 1) that many white men do not know the extent of their social dominance, 2) that they remain ignorant as to the extent of their dominant (...)
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  • Non-Measurability, Imprecise Credences, and Imprecise Chances.Yoaav Isaacs, Alan Hájek & John Hawthorne - 2021 - Mind 131 (523):892-916.
    – We offer a new motivation for imprecise probabilities. We argue that there are propositions to which precise probability cannot be assigned, but to which imprecise probability can be assigned. In such cases the alternative to imprecise probability is not precise probability, but no probability at all. And an imprecise probability is substantially better than no probability at all. Our argument is based on the mathematical phenomenon of non-measurable sets. Non-measurable propositions cannot receive precise probabilities, but there is a natural (...)
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  • Understanding the rationality principle in economics as a functional a priori principle.Catherine Https://Orcidorg Herfeld - 2020 - Synthese 198 (Suppl 14):3329-3358.
    Since the early days of economics, the rationality principle has been a core element of economic theorizing. It is part of almost any theoretical framework that economists use to generate knowledge. Despite its central role, the principle’s epistemic status and function continue to be debated between empiricists and rationalists, and a clear winner is yet to emerge. One point of contention is that we cannot explain the principle’s special status in light of clear evidence against its empirical validity and the (...)
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  • Revisiting the criticisms of rational choice theories.Catherine Https://Orcidorg Herfeld - 2021 - Philosophy Compass 17 (1):e12774.
    Theories of rational choice are arguably the most prominent approaches to human behaviour in the social and behavioral sciences. At the same time, they have faced persistent criticism. In this paper, I revisit some of the core criticisms that have for a long time been levelled against them and discuss to what extent those criticisms are still effective, not only in light of recent advancements in the literature but also of the fact that there are different variants of rational choice (...)
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  • Online astroturfing: A problem beyond disinformation.Jovy Chan - 2024 - Philosophy and Social Criticism 50 (3):507-528.
    Coordinated inauthentic behaviours online are becoming a more serious problem throughout the world. One common type of manipulative behaviour is astroturfing. It happens when an entity artificially creates an impression of widespread support for a product, policy, or concept, when in reality only limited support exists. Online astroturfing is often considered to be just like any other coordinated inauthentic behaviour; with considerable discussion focusing on how it aggravates the spread of fake news and disinformation. This paper shows that astroturfing creates (...)
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  • Online astroturfing: A problem beyond disinformation.Jovy Chan - 2024 - Philosophy and Social Criticism 50 (3):507-528.
    Coordinated inauthentic behaviours online are becoming a more serious problem throughout the world. One common type of manipulative behaviour is astroturfing. It happens when an entity artificially creates an impression of widespread support for a product, policy, or concept, when in reality only limited support exists. Online astroturfing is often considered to be just like any other coordinated inauthentic behaviour; with considerable discussion focusing on how it aggravates the spread of fake news and disinformation. This paper shows that astroturfing creates (...)
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  • Online astroturfing: A problem beyond disinformation.Jovy Chan - 2024 - Philosophy and Social Criticism 50 (3):507-528.
    Coordinated inauthentic behaviours online are becoming a more serious problem throughout the world. One common type of manipulative behaviour is astroturfing. It happens when an entity artificially creates an impression of widespread support for a product, policy, or concept, when in reality only limited support exists. Online astroturfing is often considered to be just like any other coordinated inauthentic behaviour; with considerable discussion focusing on how it aggravates the spread of fake news and disinformation. This paper shows that astroturfing creates (...)
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  • Normative Models and Their Success.Lukas Beck & Marcel Jahn - 2021 - Philosophy of the Social Sciences 51 (2):123-150.
    In this paper, we explore an under-investigated question concerning the class of formal models that aim at providing normative guidance. We call such models normative models. In particular, we examine the question of how normative models can successfully exert normative guidance. First, we highlight the absence of a discussion of this question – which is surprising given the extensive debate about the success conditions of descriptive models – and motivate its importance. Second, we introduce and discuss two potential accounts of (...)
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  • Suppositional Desires and Rational Choice Under Moral Uncertainty.Nicholas Makins - forthcoming - Ergo: An Open Access Journal of Philosophy.
    This paper presents a unifying diagnosis of a number of important problems facing existing models of rational choice under moral uncertainty and proposes a remedy. I argue that the problems of (i) severely limited scope, (ii) intertheoretic comparisons, and (iii) 'swamping’ all stem from the way in which values are assigned to options in decision rules such as Maximisation of Expected Choiceworthiness. By assigning values to options under a given moral theory by asking something like ‘how much do I desire (...)
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  • Formal Representations of Belief.Franz Huber - 2008 - Stanford Encyclopedia of Philosophy.
    Epistemology is the study of knowledge and justified belief. Belief is thus central to epistemology. It comes in a qualitative form, as when Sophia believes that Vienna is the capital of Austria, and a quantitative form, as when Sophia's degree of belief that Vienna is the capital of Austria is at least twice her degree of belief that tomorrow it will be sunny in Vienna. Formal epistemology, as opposed to mainstream epistemology (Hendricks 2006), is epistemology done in a formal way, (...)
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  • Full & Partial Belief.Konstantin Genin - 2019 - In Richard Pettigrew & Jonathan Weisberg (eds.), The Open Handbook of Formal Epistemology. PhilPapers Foundation. pp. 437-498.
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