A look into safe learning with multiple agents in constrained environments.
― 7 min read
Mathematics - Optimization and Control
RSSNew 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
This article examines new methods for improving periodic timetabling through split cuts.
― 6 min read
A look at graph matching and its applications in social networks and beyond.
― 6 min read
New relaxation methods improve efficiency in solving complex mathematical challenges.
― 3 min read
Discover how FPGA technology improves high-precision matrix multiplication.
― 4 min read
This article explores Noise Stability Optimization to enhance neural network generalization.
― 6 min read
RPT offers a faster, flexible method for training neural networks effectively.
― 5 min read
Learn to combine factors for better decision-making.
― 4 min read
Simplifying investment strategies through advanced techniques for better decision-making.
― 5 min read
Innovative methods to tackle complex nonconvex optimization problems effectively.
― 4 min read
New methods tackle challenges in weighted low rank approximation efficiently.
― 6 min read
A novel algorithm enhances data recovery from limited observations.
― 6 min read
Strategies to enhance the training of deep learning models effectively.
― 6 min read
A study on robust sensor placement to enhance water quality monitoring.
― 6 min read
New methods ensure robots safely cover areas while adapting to challenges.
― 4 min read
Discover recent insights into efficient optimization methods and their practical applications.
― 4 min read
Creating safe and efficient air transportation in cities requires careful planning.
― 5 min read
A new method cuts memory costs for advanced optimizers in machine learning.
― 6 min read
New strategies aim to reduce wildfire threats to electrical infrastructure.
― 6 min read
A guide to effective portfolio optimization amidst uncertainty.
― 7 min read