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Poster
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Wed 14:00
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Rate-Optimal Online Convex Optimization in Adaptive Linear Control
Asaf Benjamin Cassel · Alon Peled-Cohen · Tomer Koren
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Workshop
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Online Learning of Optimal Control Signals in Stochastic Linear Dynamical Systems
Mohamad Kazem Shirani Faradonbeh
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Poster
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Wed 14:00
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The least-control principle for local learning at equilibrium
Alexander Meulemans · Nicolas Zucchet · Seijin Kobayashi · Johannes von Oswald · João Sacramento
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Workshop
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Optimal Control of PDEs Using Physics-Informed Neural Networks
Saviz Mowlavi · Saleh Nabi
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Workshop
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An optimal control perspective on diffusion-based generative modeling
Julius Berner · Lorenz Richter · Karen Ullrich
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Poster
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Thu 9:00
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Differentiable Analog Quantum Computing for Optimization and Control
Jiaqi Leng · Yuxiang Peng · Yi-Ling Qiao · Ming Lin · Xiaodi Wu
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Workshop
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Pragmatic Fairness: Optimizing Policies with Outcome Disparity Control
Limor Gultchin · Siyuan Guo · Alan Malek · Silvia Chiappa · Ricardo Silva
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Poster
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Wed 9:00
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Optimal Dynamic Regret in LQR Control
Dheeraj Baby · Yu-Xiang Wang
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Workshop
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A Unified Framework to Understand Decentralized and Federated Optimization Algorithms: A Multi-Rate Feedback Control Perspective
xinwei zhang · Nicola Elia · Mingyi Hong
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Poster
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Thu 9:00
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Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis
Anton Plaksin · Stepan Martyanov
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Workshop
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DRL-EPANET: Deep reinforcement learning for optimal control at scale in Water Distribution Systems
Anas Belfadil · David Modesto · Jose Martin H.
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Poster
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Thu 14:00
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Near-Optimal Multi-Agent Learning for Safe Coverage Control
Manish Prajapat · Matteo Turchetta · Melanie Zeilinger · Andreas Krause
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