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Joni Pajarinen

ROER: Regularized Optimal Experience Replay

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Jul 04, 2024
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Grouped Discrete Representation Guides Object-Centric Learning

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Jul 01, 2024
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Probabilistic Subgoal Representations for Hierarchical Reinforcement learning

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Jun 24, 2024
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Residual Learning and Context Encoding for Adaptive Offline-to-Online Reinforcement Learning

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Jun 12, 2024
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iQRL -- Implicitly Quantized Representations for Sample-efficient Reinforcement Learning

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Jun 04, 2024
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Function-space Parameterization of Neural Networks for Sequential Learning

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Mar 16, 2024
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AgentMixer: Multi-Agent Correlated Policy Factorization

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Jan 16, 2024
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Optimistic Multi-Agent Policy Gradient for Cooperative Tasks

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Nov 03, 2023
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Hybrid Search for Efficient Planning with Completeness Guarantees

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Oct 19, 2023
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Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets

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Oct 12, 2023
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