Latest Articles for Decision Making

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.

Examining how machine learning affects human choices and outcomes.

Fuzzy sets offer a fresh perspective on the gray areas of life.

This article examines how experiments relate to real-life situations in social science.

A new method enhances decision-making in uncertain environments using Monte-Carlo Tree Search.

Exploring a new method for safe data collection in policy evaluation.

A new approach blends Bayesian techniques and decision-making for improved planning outcomes.

A look into how Thompson Sampling helps decision-making under uncertainty.

An overview of strategies and objectives in two-player stochastic games.

Explore how patterns function in various fields through real-world materials.

AI and tutoring improve decision-making for project selection in organizations.

Two algorithms improve decision-making for agents in competitive and cooperative environments.

PairNet improves accuracy in estimating treatment effects using observational data.

New frameworks enhance decision-making learning from expert behavior.

A new approach to measuring fairness in college admissions and credit assessments.

Introducing a framework to enhance decision-making in language agents during complex tasks.