Sequential decision making is a concept in control theory and operations research, which involves making a series of decisions over time to optimize an...

Group decision-making (also known as collaborative decision-making or collective decision-making) is a situation faced when individuals collectively make...

Markov decision process (MDP), also called a stochastic dynamic program or stochastic control problem, is a model for sequential decision making when outcomes...

reinforcement learning are control problems, games and other sequential decision making tasks. Self-learning in neural networks was introduced in 1982...

choices at once, people tend to diversify more than when making the same type of decision sequentially. Peak–end rule: A person's subjective perceptions during...

Robust decision-making (RDM) is an iterative decision analytics framework that aims to help identify potential robust strategies, characterize the vulnerabilities...

the power of computers to process large quantities of information, decision making algorithms allocate resources based on real-time information. Applications...

approach transforms sequential decision-making into an optimization problem. However, the general formulation of AIXI is incomputable, making it impractical...

environment. DRL has been applied to wide range of domains that require sequential decision-making and the ability to learn from high-dimensional input data. One...

is to adopt a strategy of sequential decision making. Sequential decision making refers to the process in which the decision maker makes consecutive observations...

Intuition in the context of decision-making is defined as a "non-sequential information-processing mode." It is distinct from insight (a much more protracted...

concept in Natural Language Processing (NLP), where tasks are often sequential decision-making rather than static classification. Reinforcement learning is where...

Fellow in 2018 for "contributions to the design and analysis of sequential decision-making algorithms in artificial intelligence". Winner of the IFAAMAS...

condition in optimal control theory Markov decision process – Mathematical model for sequential decision making under uncertainty Optimal control theory –...

entropy, noise reduction (denoising), filtering, prediction, sequential decision making, learning, and connections with probability, statistics, and computer...

"Sequential decision making with relative ranks: An experimental investigation of the 'secretary problem'". Organizational Behavior and Human Decision...

players. The way this particular game is structured (i.e., with sequential decision making and perfect information), Player 1 "moves" first by choosing either...

of that choice before making their own decisions. This turn-based structure, governed by a time axis, distinguishes sequential games from simultaneous...

the Bayes factor. Odds are particularly useful in problems of sequential decision making, as for instance in problems of how to stop (online) on a last...

sequence prediction, sequence generation, sequence recognition, and sequential decision making. These “problems” show how sequences are formulated. They show...

Dominik (2023). "Proportional Aggregation of Preferences for Sequential Decision Making". arXiv:2306.14858 [cs.GT]. Freeman, Rupert; Zahedi, Seyed Majid;...

network, in which not only probabilistic inference problems but also decision making problems (following the maximum expected utility criterion) can be...

simultaneous equations estimation. A structural model often involves sequential decision-making under uncertainty or strategic environments where beliefs about...

minefield navigation task, which involves complex sequential decision-making. Work on organizational decision tasks and other social simulation tasks, as well...

a decision tree can be drawn to illustrate the principles of diminishing returns on beach #1. The decision tree illustrates that when sequentially distributing...

faculty at the University of California at Davis. She is expert on sequential decision-making under uncertainty with a focus on infrastructure networks and...

theoretical foundations for suboptimal approximations of highly complex sequential decision-making problems. "Convex Analysis and Optimization" (2003, co-authored...

one in each town, who will be able to choose in or out. They do so in sequential order and one at a time. If a potential competitor chooses out, he receives...

multi-issue voting (also called: perpetual voting, public decision making, or sequential decision making). Their work was later extended by Chandak, Sashwat...

renowned as the developer of the "Gittins index", which is used for sequential decision-making, especially in research and development in the pharmaceutical...