Improving Q-learning performance amid corrupted feedback in real-world applications.
Sreejeet Maity, Aritra Mitra
― 6 min read
Mathematics - Optimization and Control
RSSExploring how KANs improve solutions for optimal control challenges across various fields.
Alireza Afzal Aghaei
― 5 min read
Learn2Aggregate framework boosts efficiency in Mixed Integer Linear Programming.
Arnaud Deza, Elias B. Khalil, Zhenan Fan
― 5 min read
Demand-response programs can enhance the use of renewable energy.
Mohammad Mehrabi, Omer Karaduman, Stefan Wager
― 6 min read
A look at stochastic processes and their role in managing uncertainty in various fields.
Yuyang Ye, Yunzhang Li, Shanjian Tang
― 5 min read
Learn how groups evolve opinions and reach agreements effectively.
Lingling Yao, Aming Li
― 5 min read
A new method enhances learning by integrating expert knowledge for improved estimates.
Getachew K Befekadu
― 5 min read
A look into how stochastic programming aids in uncertain decision-making.
Hugh Medal, Samuel Affar
― 6 min read
New methods improve strategies for defending systems against attacks.
Samuel Affar, Hugh Medal
― 6 min read
Examining various methods for accurate temperature estimation with NV-diamond technology.
Shraddha Rajpal, Zeeshan Ahmed, Tyrus Berry
― 5 min read
This article discusses methods to maintain privacy in optimization solutions.
Alexander Benvenuti, Brendan Bialy, Miriam Dennis
― 5 min read
A new approach to optimize shapes and layouts in engineering for enhanced performance.
Charles Dapogny, Bruno Levy, Edouard Oudet
― 4 min read
A look at how diversity indices impact biodiversity conservation efforts.
Martin Frohn, Kerry Manson
― 6 min read
A new system for efficient and eco-friendly passenger transport.
Kendra Reiter, Marie Schmidt, Michael Stiglmayr
― 4 min read
Curves play a key role in transportation and safety.
C. Yalçın Kaya, Lyle Noakes, Philip Schrader
― 6 min read
Learn how the funnel method simplifies solving constrained optimization challenges.
David Kiessling, Sven Leyffer, Charlie Vanaret
― 6 min read
A new method balances precision and efficiency in solving complex optimization problems.
Thore Gerlach, Nico Piatkowski
― 6 min read
Exploring matrix factorization methods in data distributed across clients.
Constantin Philippenko, Kevin Scaman, Laurent Massoulié
― 7 min read
Optimizing interconnected energy systems reduces carbon emissions in modern buildings.
Eléa Prat, Pierre Pinson, Richard M. Lusby
― 5 min read
A new approach improves control in uncertain environments using Gaussian processes.
Manish Prajapat, Amon Lahr, Johannes Köhler
― 5 min read
Exploring new methods for efficient image storage and transmission.
Anton Kozyriev, Vladimir Norkin
― 5 min read
A method to assess what states stochastic systems can reach over time.
Zishun Liu, Saber Jafarpour, Yongxin Chen
― 5 min read
A new method improves camera synchronization through innovative use of trifocal tensors.
Daniel Miao, Gilad Lerman, Joe Kileel
― 8 min read
Progressive Integer Programming offers a fresh method for complex optimization challenges.
Xinyao Zhang, Shaoning Han, Jong-Shi Pang
― 5 min read
A new method enhances event-triggered control for better resource efficiency.
Pio Ong, Manuel Mazo, Aaron D. Ames
― 7 min read
Explore how partitioned networks help us understand various complex relationships.
Stephen Y Zhang, Fangfei Lan, Youjia Zhou
― 5 min read
A method for detecting edge changes in infrastructure networks amidst noisy data.
Rajasekhar Anguluri
― 6 min read
This article presents a system for optimizing decisions despite uncertain predictions.
Omar Bennouna, Jiawei Zhang, Saurabh Amin
― 7 min read
A method to improve decision-making in energy management under uncertain conditions.
Arash Khojaste, Geoffrey Pritchard, Golbon Zakeri
― 5 min read
Learn the basics of neural networks and their applications across various fields.
Martín Hernández, Enrique Zuazua
― 4 min read
Examining new methods and factors affecting global trade patterns.
Thomas Gaskin, Marie-Therese Wolfram, Andrew Duncan
― 5 min read
Learn how K-NN resampling can improve trading strategies using historical data.
Michael Giegrich, Roel Oomen, Christoph Reisinger
― 5 min read
A fresh approach to control biological populations using Kullback–Leibler divergence.
Shuhei A. Horiguchi, Tetsuya J. Kobayashi
― 5 min read
Innovative methods for balancing performance and risk in uncertain environments.
Shahriar Talebi, Na Li
― 6 min read
A look into error estimation techniques in finite element methods.
Johannes Pfefferer, Boris Vexler
― 4 min read
New approaches in control systems focus on data rather than models for better efficiency.
Ramin Esmzad, Hamidreza Modares
― 4 min read
Researchers enhance vehicle safety using advanced machine learning methods.
Robert Dyro, Matthew Foutter, Ruolin Li
― 5 min read
Learn the key steps to prepare and submit a scientific paper.
Ramin Esmzad, Hamidreza Modares
― 4 min read
A method to identify safe operating areas for complex systems.
Mohamed Serry, Jun Liu
― 6 min read
New algorithms improve machine learning's adaptability to dynamic data.
Jason Bohne, David Rosenberg, Gary Kazantsev
― 4 min read