Latest Articles for Decision Making

Introducing MEMENTO, a new method using memory to improve problem-solving in combinatorial optimization.

This study assesses how well LLMs handle decision-making in a game setting.

A look into how delegation influences decision-making between principals and agents.

A flexible approach for generating CFEs that respects data privacy concerns.

A new method for efficiently selecting estimators in off-policy evaluation tasks.

A new method enhances accuracy of treatment effects across diverse patient groups.

This article explores strategy development using counting steps in graph-based games.

New algorithms improve decision-making in online knapsack problem using succinct predictions.

Introducing methods for safer decision-making in reinforcement learning environments.

A model that links forecasting to multistage decision-making for better outcomes.

Assessing how deferring to human experts affects prediction accuracy in ML models.

Learn how counterfactual explanations improve clarity in optimization decisions.

This study examines how explanations impact user perceptions of AI capabilities.

Examining methods to enhance decision-making processes among healthcare experts.

A look into strategies for managing large groups of agents through reinforcement learning.

An overview of decision-making under uncertainty with the streaming model.

Exploring how agents balance performance and resource costs in unpredictable settings.

Learn how stochastic control methods help in uncertain decision-making.

A new method helps agents learn from experts despite missing information.

A new policy enhances choices in uncertain decision-making environments.

A study on how monkey eye movements relate to AI predictions in a game.

Robots can learn more efficiently using their own shape in decision-making.

Discover how AI is reshaping the study of human behavior.

Exploring LLMs' effectiveness in decision-making through Dueling Bandits scenarios.

A look into fair division principles and their importance in resource sharing.

A new method improves decision-making under uncertainty using robust Markov Decision Processes.

An overview of the complexities involved in learning decision trees in machine learning.

A novel AI model provides accurate and clear treatment effect predictions.

A look at game dynamics on a Galton-Watson tree.

A new approach to improve decisions under uncertainty with covariate shifts.

A look at how individuals make choices using random utility models.

A look at how agents adapt strategies in complex environments.

A look into precision-focused estimation methods in critical fields.

Researchers develop new methods to simplify complex economic models.

Exploring methods to improve decision-making using existing data.

Introducing a faster algorithm for complex decision-making in economics and business.

Examining interactions between agents in decision-making environments.

Discover efficient methods for identifying the best options in decision-making scenarios.

A new method for central banks to improve monetary policy choices.

A look into game theory concepts that shape player decisions.