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John Lygeros

Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces

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May 24, 2024
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MPC of Uncertain Nonlinear Systems with Meta-Learning for Fast Adaptation of Neural Predictive Models

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Apr 18, 2024
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Finite Sample Frequency Domain Identification

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Apr 01, 2024
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Online Identification of Stochastic Continuous-Time Wiener Models Using Sampled Data

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Mar 09, 2024
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Predictive Linear Online Tracking for Unknown Targets

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Feb 15, 2024
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Towards a Systems Theory of Algorithms

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Jan 25, 2024
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Urban traffic congestion control: a DeePC change

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Nov 16, 2023
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Stochastic MPC for energy hubs using data driven demand forecasting

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Apr 24, 2023
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Designing Optimal Personalized Incentive for Traffic Routing using BIG Hype algorithm

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Apr 24, 2023
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Optimal service station design for traffic mitigation via genetic algorithm and neural network

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Nov 18, 2022
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