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Damien Ernst

Montefiore Institute, University of Liège, Liège, Belgium

Costs Estimation in Unit Commitment Problems using Simulation-Based Inference

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Sep 05, 2024
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Parallelizing Autoregressive Generation with Variational State Space Models

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Jul 11, 2024
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Reinforcement Learning to improve delta robot throws for sorting scrap metal

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Jun 19, 2024
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Behind the Myth of Exploration in Policy Gradients

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Jan 31, 2024
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Informed POMDP: Leveraging Additional Information in Model-Based RL

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Jun 24, 2023
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IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL

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Jun 20, 2023
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Spike-based computation using classical recurrent neural networks

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Jun 06, 2023
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Policy Gradient Algorithms Implicitly Optimize by Continuation

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May 11, 2023
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Risk-Sensitive Policy with Distributional Reinforcement Learning

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Dec 30, 2022
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Value-based CTDE Methods in Symmetric Two-team Markov Game: from Cooperation to Team Competition

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Nov 30, 2022
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