Latest Articles for Decision Making

New methods improve decision-making in complex resource allocation problems.

A new method enhances information gathering for robots in complex situations.

New algorithms improve decision-making with multiple rewards in reinforcement learning.

A look into how knowledge and unawareness shape decision-making in economics.

A method to find optimal solutions in uncertain environments with costly evaluations.

Exploring Reverse Experience Replay for more efficient learning in reinforcement algorithms.

This article presents a new method for solving bilevel programming problems with linear and nonlinear components.

This article explores how context improves user decision-making with AI systems.

Highlighting the need for critical thinking alongside machine recommendations in healthcare.

A look at how beliefs and risks influence decision-making.

Learn how POMDPs enhance decision-making in uncertain environments.

A new method helps robots navigate better in unknown environments.

Understanding the complexity of decision-making in the brain.

Enhancing language models to communicate uncertainty can improve user trust and decision-making.

New explanations consider feature relationships for clearer decision insights.

Language models excel in text generation but struggle with nuanced decision-making.

Exploring greedy and optimal methods for training decision trees in machine learning.

A method to measure fairness and uncertainty in decision-making processes.

A look into managing inventory when demand is unpredictable.

Strategies for making smarter choices under uncertain conditions.

Exploring new metrics for aligning AI with human decision-making.

A look at how we predict and learn from experiences.

A look at stochastic processes and their role in managing uncertainty in various fields.

A look at decision-making in dynamic environments using restless bandit strategies.

Learn how groups evolve opinions and reach agreements effectively.

FPBoost offers a new approach to survival analysis, improving predictions and decision-making.

A look into how agents interact over time in dynamic games.

This article explains how group opinions form and change through influence.

An overview of how groups make choices collectively.

Guiding AI to make ethical decisions in complex situations.

Understanding how different player types influence decision-making in social settings.

This study evaluates open-loop and Markovian controls in conditional exit scenarios.

Examining cognitive biases' effects on language model assessments and decision-making.

This article presents a system for optimizing decisions despite uncertain predictions.

A method to improve decision-making in energy management under uncertain conditions.

Machines learn constraints from expert behavior to improve decision-making.

Explore how fusions enhance probability distributions and decision-making.

Research explores how biases shape opinions in social networks.

Innovative methods for balancing performance and risk in uncertain environments.

We enhance Direct Preference Optimization to better handle ties in decision-making.