Latest Articles for Value Functions

A new method helps robots better complete long tasks.

This paper examines machine learning techniques for feedback control in complex systems.

Exploring methods to control and optimize interactions among diverse agents across multiple sectors.

Explore how players adapt strategies in competitive scenarios.

A study on managing systems with sudden changes and limited observations.

A new framework improves offline reinforcement learning reliability and performance.

A new approach to valuing data emphasizes its uniqueness for machine learning.

Discover the role of QuAK in assessing system performance and safety.

New method improves safety and performance in autonomous technologies.

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

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

Learn to optimize investment decisions by integrating expert advice into strategy.

A look at utility maximization considering transaction costs and pricing systems.

New insights on convergence in Linear TD Learning without strict feature independence.

An overview of mean field control and its implications across various fields.

A new algorithm enhances RL agents' performance in unpredictable environments.

A look into RSDEs and their impact on decision-making in uncertain environments.

A look at the competition over vaccinations amid skepticism and health efforts.