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06/19/2023
Online Dynamic Submodular Optimization
We propose new algorithms with provable performance for online binary op...
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01/06/2023
Multi-Agent Reinforcement Learning for Fast-Timescale Demand Response of Residential Loads
To integrate high amounts of renewable energy resources, electrical powe...
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04/19/2021
Approximate Multi-Agent Fitted Q Iteration
We formulate an efficient approximation for multi-agent batch reinforcem...
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05/05/2020
Online Convex Optimization with Binary Constraints
We consider online optimization with binary decision variables and conve...
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01/31/2020
Dynamic and Distributed Online Convex Optimization for Demand Response of Commercial Buildings
We extend the regret analysis of the online distributed weighted dual av...
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05/15/2019
Predictive Online Convex Optimization
We incorporate future information in the form of the estimated value of ...
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09/12/2017