David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Jack Alan Reynolds
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Minds and Machines 19 (1):61-92 (2009)
The ontology of decision theory has been subject to considerable debate in the past, and discussion of just how we ought to view decision problems has revealed more than one interesting problem, as well as suggested some novel modifications of classical decision theory. In this paper it will be argued that Bayesian, or evidential, decision-theoretic characterizations of decision situations fail to adequately account for knowledge concerning the causal connections between acts, states, and outcomes in decision situations, and so they are incomplete. Second, it will be argues that when we attempt to incorporate the knowledge of such causal connections into Bayesian decision theory, a substantial technical problem arises for which there is no currently available solution that does not suffer from some damning objection or other. From a broader perspective, this then throws into question the use of decision theory as a model of human or machine planning.
|Keywords||Artificial intelligence Bayesianism Causality Conditionals Counterfactuals Decision theory Deliberation Planning Probabilities Rationality Utility|
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References found in this work BETA
Ernest W. Adams (1975). The Logic of Conditionals: An Application of Probability to Deductive Logic. D. Reidel Pub. Co..
Carlos E. Alchourrón, Peter Gärdenfors & David Makinson (1985). On the Logic of Theory Change: Partial Meet Contraction and Revision Functions. Journal of Symbolic Logic 50 (2):510-530.
Horacio Arló-Costa (2001). Bayesian Epistemology and Epistemic Conditionals: On the Status of the Export-Import Laws. Journal of Philosophy 98 (11):555-593.
Horacio Arlo-Costa, The Logic of Conditionals. Stanford Encyclopedia of Philosophy.
Harold I. Brown (1994). Reason, Judgement and Bayes's Law. Philosophy of Science 61 (3):351-369.
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