How firms navigate competitive pricing without full market knowledge.
― 6 min read
Mathematics - Optimization and Control
RSSNew bandit algorithms improve decision-making under uncertainty in various fields.
― 4 min read
Examining how different decision-makers interact within various network structures for stability.
― 6 min read
New conditions enhance regularization parameter selection for better solutions in inverse problems.
― 5 min read
An overview of stochastic control and its applications in uncertain environments.
― 5 min read
A new method to encourage patient actions for effective treatment.
― 7 min read
New adaptive methods improve bi-level optimization in deep learning.
― 6 min read
A look at how AdaGrad improves optimization in machine learning tasks.
― 4 min read
Learn how robust optimization helps solve issues in uncertain environments.
― 6 min read
This article presents an efficient method to minimize integral functionals in various fields.
― 5 min read
Research improves methods to solve complex nonlinear PDEs effectively.
― 5 min read
Introducing a new approach for managing mechanical systems using sliding mode control.
― 7 min read
This paper discusses enhancing multi-stage MPC efficiency using an adaptive horizon approach.
― 6 min read
Explore recent methods and their impact on optimization efficiency.
― 5 min read
Exploring new methods to improve decision-making amidst uncertainty using neural networks.
― 6 min read
New methods improve decision-making in real-time environments through continuous reinforcement learning.
― 6 min read
Exploring recent improvements in optimization techniques for complex mathematical problems.
― 5 min read
A look into bilevel optimization and its applications.
― 5 min read
Learn how control systems manage costs while reaching performance goals.
― 5 min read
A look into safe learning with multiple agents in constrained environments.
― 7 min read
New methods using neural networks improve efficiency in complex optimization problems.
― 8 min read
This article discusses nearest-neighbor control for multi-agent coordination.
― 5 min read
An overview of optimal transport methods, their uses, challenges, and recent solutions.
― 5 min read
A new method for managing disturbances in control systems that improves performance.
― 5 min read
Examining decision-making strategies in uncertain environments with state constraints.
― 6 min read
Exploring the challenges and strategies in multi-agent learning systems.
― 7 min read
New framework enhances safety and reward learning in AI applications.
― 6 min read
A new optimizer promises faster training for deep neural networks.
― 5 min read
A look into leprosy detection, treatment, and the role of bio-markers.
― 5 min read
Using machine learning to create better retirement fund withdrawal plans.
― 5 min read
Randomized methods provide effective solutions for least squares challenges without full data access.
― 6 min read
New algorithm N-VR-PG improves decision-making in complex environments.
― 5 min read
A new approach integrates data reduction with decision-making tasks.
― 7 min read
Exploring continuous measures for assessing convexity in shapes and functions.
― 7 min read
Learn how difference-of-convex programming enhances optimization solutions across various fields.
― 5 min read
New methods improve robot coordination under uncertain conditions.
― 6 min read
Strategies for effective budget management in online advertising.
― 7 min read
A look into methods for improving electricity grid management.
― 6 min read
This article presents a fresh framework for Lagrange multipliers in constrained optimization.
― 4 min read
Omega improves strategies in stochastic games by using past data effectively.
― 5 min read