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Paweł Wawrzyński

HyperInterval: Hypernetwork approach to training weight interval regions in continual learning

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May 27, 2024
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Graph Vertex Embeddings: Distance, Regularization and Community Detection

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Apr 09, 2024
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Actor-Critic with variable time discretization via sustained actions

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Aug 08, 2023
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Reinforcement learning for optimization of energy trading strategy

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Mar 28, 2023
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Emergency action termination for immediate reaction in hierarchical reinforcement learning

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Nov 11, 2022
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Reinforcement learning with experience replay and adaptation of action dispersion

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Jul 30, 2022
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Graph autoencoder with constant dimensional latent space

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Feb 16, 2022
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Logarithmic Continual Learning

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Jan 17, 2022
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Multiband VAE: Latent Space Partitioning for Knowledge Consolidation in Continual Learning

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Jun 23, 2021
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Deep Memory Update

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Jun 17, 2021
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