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Ethically Compliant Sequential Decision Making
Proceedings of the AAAI Conference on Artificial Intelligence, 2021Enabling autonomous systems to comply with an ethical theory is critical given their accelerating deployment in domains that impact society. While many ethical theories have been studied extensively in moral philosophy, they are still challenging to implement by developers who build autonomous systems.
Justin Svegliato +2 more
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Dynamics of Sequential Decision Making
Physical Review Letters, 2006We suggest a new paradigm for intelligent decision-making suitable for dynamical sequential activity of animals or artificial autonomous devices that depends on the characteristics of the internal and external world. To do it we introduce a new class of dynamical models that are described by ordinary differential equations with a finite number of ...
Mikhail I, Rabinovich +2 more
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2014
As stated in chapter 1, net present value (NPV) decisions are made “technically” without any consideration of reevaluation in the future. The outflows and inflows are discounted, and the NPV is computed with an NPV greater than or equal to zero implying that the project is viable.
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As stated in chapter 1, net present value (NPV) decisions are made “technically” without any consideration of reevaluation in the future. The outflows and inflows are discounted, and the NPV is computed with an NPV greater than or equal to zero implying that the project is viable.
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Multiattribute Decision Making by Sequential Resource Allocation
Operations Research, 1980A new approach is proposed for addressing decision problems in which the outcomes are multidimensional and possibly interdependent. The method is based on decomposing the problem into a sequence of simpler decision problems. The solution to each subproblem is elicited from the decision-maker by converting it to a simple resource allocation task that ...
Morris, Peter A., Oren, Shmuel S.
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1999
In this chapter we will focus on sequential decision problems that must be made in the presence of informed uncertainty; that is, uncertainty that can be quantified with probability distributions (also called decision making under risk). These sequential decisions will result in a sequence of actions, also referred to as policies.
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In this chapter we will focus on sequential decision problems that must be made in the presence of informed uncertainty; that is, uncertainty that can be quantified with probability distributions (also called decision making under risk). These sequential decisions will result in a sequence of actions, also referred to as policies.
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Sequential multi-criterion decision making
Omega, 1985Abstract In this paper we consider a simple sequential multicriterion decision making problem in which a decision maker has to accept or reject a series of multi-attributed outcomes. We show that using very simple programming techniques, a great deal of the decision making can be automated.
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Development of decision making: Sequential versus integrative rules
Journal of Experimental Child Psychology, 2012Decisions can be made by applying a variety of decision-making rules-sequential rules in which decisions are based on a sequential evaluation of choice dimensions and the integrative normative rule in which decisions are based on an integration of choice dimensions.
Jansen, B.R.J. +2 more
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Algorithm Configuration in Sequential Decision-Making
Proper parameter configuration of algorithms is essential, but often time-consuming and complex, as many parameters need to be tuned simultaneously and evaluation can be expensive. In this paper, we focus on sequential decision-making (SDM) algorithms, which are applied to problems that require a series of decisions to be taken sequentially, aiming forBegnardi, Luca +4 more
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Decision reversals in sequential decision-making
People often wish they could reverse previous decisions. However, few sequential decision-making tasks used in the literature allow participants to undo their decisions. As a result, it is largely unknown when, how, and why people reverse their decisions.Sherry Dongqi Bao +3 more
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