Latest Articles for Decision Making

Learn how combining different models improves decision-making processes in complex scenarios.

A method for improving multi-task decision-making and robustness.

This study analyzes how past choices reveal decision-makers' social welfare functions.

This study examines how bias affects belief changes in various fields.

A new algorithm enhances prediction sets for better expert decision-making.

Learn how Bayesian predictive decision synthesis enhances portfolio management.

A method for finding strategies in MDPs without prior knowledge.

AHAC improves decision-making in robotics by adapting to environmental dynamics.

Study reveals how beliefs about others influence decision-making, especially under observation.

Examining how LLMs handle ethical dilemmas and their societal impact.

A new method enhances safety in reinforcement learning through risk management.

A clear look at why switching doors is the winning strategy.

An overview of stochastic games and their mean-payoff objectives.

A new method that speeds up decisions in the matroid semi-bandit problem.

Innovative strategies for maximizing rewards in decision-making environments.

Exploring how inexact policy iteration aids decision-making in uncertain environments.

A new algorithm improves learning in constrained environments using posterior sampling.

Leveraging reinforcement learning to optimize job scheduling using Gittins index techniques.

New methods improve strategies for complex decision-making in zero-sum games.

This paper discusses prioritizing treatments within budget constraints for better outcomes.

Introducing a new method to improve decision-making in uncertain power operations.

A new method improves how intelligence messages are assessed by prioritizing credibility.

A new model for better decision-making using historical data.

This study investigates how preferences can be learned from simple comparisons.

Examining the role of LLM agents in real-world problem solving.

Examining how we assess our confidence in everyday decisions.

Learn how seven-valued logic enhances decision-making with multiple criteria.

Research introduces a method to improve decision-making in language model agents.

This study examines how social preferences influence ethical choices in market scenarios.

A new framework leverages Reward Machines to enhance RL performance under uncertainty.

This study examines how explanation attributes impact human decision-making with AI.

Research examines how preference matrices reflect rational voter choices.

A new method enhances trust and decision-making for AI-assisted advice.

A look into hierarchical model-based reinforcement learning and its promising framework.

A new method addresses conflict in multi-view classification for better decision-making.

A new method improves choice accuracy by focusing on partial preferences.

A new model enhances decision-making in complex scenarios with interdependent choices.

New method enhances decision-making in agents through diverse behavior learning.

A new method enhances MCTS performance in complex decision-making environments.

This study examines how anticipation affects decision accuracy and speed.