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Marcus A. Pereira

Decentralized Safe Multi-agent Stochastic Optimal Control using Deep FBSDEs and ADMM

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Feb 22, 2022
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Deep $\mathcal{L}^1$ Stochastic Optimal Control Policies for Planetary Soft-landing

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Sep 01, 2021
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Non-convex Optimization via Adaptive Stochastic Search for End-to-End Learning and Control

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Jun 22, 2020
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Deep Forward-Backward SDEs for Min-max Control

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Jun 11, 2019
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Deep 2FBSDEs for Systems with Control Multiplicative Noise

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Jun 11, 2019
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