Latest Articles for Cost Function

A new method improves calculations in optimal control problems.

An innovative approach to efficient feedback collection in reinforcement learning for safety.

A method to derive cost functions by analyzing expert actions in complex environments.

This article examines feedback control methods for efficient tank-liquid management.

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

A look into efficient methods for resource movement across various fields.

Analyzing expert behaviors to improve robotics and rehabilitation.

Robots learn tasks by observing human actions using visual examples.

KnewImp improves accuracy in missing data imputation and simplifies training processes.

A new approach aims to protect user privacy while improving result accuracy.

Research is evolving in optimal transport, focusing on efficient mass movement and new algorithms.

Exploring optimal transport methods to improve light manipulation in optics.

Learn about optimal control's principles, applications, and importance in various fields.

New methods aim to improve quantum algorithm efficiency amidst existing challenges.

This article discusses using machine learning to address physics problems involving differential equations.

A look into optimal transport and its applications across various fields.

A new method enhances learning from expert demonstrations using closed-loop control.

New developments aim to improve quantum state preparation efficiency.

A new method improves quantum circuit efficiency using machine learning and tensor networks.

A look into decision-making tools for uncertain financial systems.

A method for controlling robots through Model-Based Reinforcement Learning.

A new library enhances MPPI algorithms for robotics applications.

Explore RKHS and its role in mathematical function approximation.

A look at solving optimization problems amidst uncertainty and complexity.

A look into balancing privacy and functionality in robotic systems.

Explore how ghost states influence dynamic systems and their behavior.

Discover how optimal transport transforms logistics and engineering design.

Tango* improves synthesis planning by focusing on specific starting materials.

Dive into the world of functions in Hilbert spaces and their applications.

Discover how trigonometric kernels enhance Variational Quantum Algorithms in noisy environments.

Exploring the dynamics of aggregative games and bilevel structures in competitive environments.

Discover the innovative speedy synthesizer transforming program synthesis with constant-delay efficiency.

A fresh approach improves parameter optimization in quantum algorithms.