Accelerating deep reinforcement learning strategies of flow control through a multi-environment approach von Rabault, Jean, Kuhnle, Alexander

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Direct shape optimization through deep reinforcement learning von Viquerat, Jonathan, Rabault, Jean, Kuhnle, Alexander, Ghraieb, Hassan, Larcher, Aurélien, Hachem, Elie

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Robust active flow control over a range of Reynolds numbers using an artificial neural network trained through deep reinforcement learning von Tang, Hongwei, Rabault, Jean, Kuhnle, Alexander, Wang, Yan, Wang, Tongguang

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A review on deep reinforcement learning for fluid mechanics von Garnier, Paul, Viquerat, Jonathan, Rabault, Jean, Larcher, Aurélien, Kuhnle, Alexander, Hachem, Elie

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How Clever Is the FiLM Model, and How Clever Can it Be? von Kuhnle, Alexander, Xie, Huiyuan, Copestake, Ann

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Evaluating visually grounded language capabilities using microworlds von Kuhnle, Alexander Oswald

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Accelerating Deep Reinforcement Learning strategies of Flow Control through a multi-environment approach von Rabault, Jean, Kuhnle, Alexander

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What is needed for simple spatial language capabilities in VQA? von Kuhnle, Alexander, Copestake, Ann

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The meaning of "most" for visual question answering models von Kuhnle, Alexander, Copestake, Ann

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Policy Fusion for Adaptive and Customizable Reinforcement Learning Agents von Sestini, Alessandro, Kuhnle, Alexander, Bagdanov, Andrew D

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Deep Policy Networks for NPC Behaviors that Adapt to Changing Design Parameters in Roguelike Games von Sestini, Alessandro, Kuhnle, Alexander, Bagdanov, Andrew D

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Demonstration-efficient Inverse Reinforcement Learning in Procedurally Generated Environments von Sestini, Alessandro, Kuhnle, Alexander, Bagdanov, Andrew D

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DeepCrawl: Deep Reinforcement Learning for Turn-based Strategy Games von Sestini, Alessandro, Kuhnle, Alexander, Bagdanov, Andrew D

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Deep learning evaluation using deep linguistic processing von Kuhnle, Alexander, Copestake, Ann

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ShapeWorld - A new test methodology for multimodal language understanding von Kuhnle, Alexander, Copestake, Ann

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Policy-based optimization: single-step policy gradient method seen as an evolution strategy von Viquerat, Jonathan, Duvigneau, Régis, Meliga, Philippe, Kuhnle, Alexander, Hachem, Elie

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What is needed for simple spatial language capabilities in VQA? von Kuhnle, Alexander, Copestake, Ann

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Process Discovery for Structured Program Synthesis von Zhang, Dell, Kuhnle, Alexander, Richardson, Julian, Sensoy, Murat

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The meaning of "most" for visual question answering models von Kuhnle, Alexander, Copestake, Ann

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How clever is the FiLM model, and how clever can it be? von Kuhnle, Alexander, Xie, Huiyuan, Copestake, Ann

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