Magnetic control of tokamak plasmas through deep reinforcement learning von Degrave, Jonas, Felici, Federico, Buchli, Jonas, Neunert, Michael, Tracey, Brendan, Carpanese, Francesco, Ewalds, Timo, Hafner, Roland, Abdolmaleki, Abbas, de las Casas, Diego, Donner, Craig, Fritz, Leslie, Galperti, Cristian, Huber, Andrea, Keeling, James, Tsimpoukelli, Maria, Kay, Jackie, Merle, Antoine, Moret, Jean-Marc, Noury, Seb, Pesamosca, Federico, Pfau, David, Sauter, Olivier, Sommariva, Cristian, Coda, Stefano, Duval, Basil, Fasoli, Ambrogio, Kohli, Pushmeet, Kavukcuoglu, Koray, Hassabis, Demis, Riedmiller, Martin

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Reinforcement learning in feedback control: Challenges and benchmarks from technical process control von Hafner, Roland, Riedmiller, Martin

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Biphasic decay kinetics suggest progressive slowing in turnover of latently HIV-1 infected cells during antiretroviral therapy von Fischer, Marek, Joos, Beda, Niederöst, Barbara, Kaiser, Philipp, Hafner, Roland, von Wyl, Viktor, Ackermann, Martina, Weber, Rainer, Günthard, Huldrych F

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Reinforcement learning for robot soccer von Riedmiller, Martin, Gabel, Thomas, Hafner, Roland, Lange, Sascha

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Learning agile soccer skills for a bipedal robot with deep reinforcement learning von Haarnoja, Tuomas, Moran, Ben, Lever, Guy, Huang, Sandy H, Tirumala, Dhruva, Humplik, Jan, Wulfmeier, Markus, Tunyasuvunakool, Saran, Siegel, Noah Y, Hafner, Roland, Bloesch, Michael, Hartikainen, Kristian, Byravan, Arunkumar, Hasenclever, Leonard, Tassa, Yuval, Sadeghi, Fereshteh, Batchelor, Nathan, Casarini, Federico, Saliceti, Stefano, Game, Charles, Sreendra, Neil, Patel, Kushal, Gwira, Marlon, Huber, Andrea, Hurley, Nicole, Nori, Francesco, Hadsell, Raia, Heess, Nicolas

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Reinforcement learning in feedback control von Hafner, Roland, Riedmiller, Martin

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Reinforcement learning in feedback control Challenges and benchmarks from technical process control: Special Issue on Empirical Evaluations in Reinforcement Learning von HAFNER, Roland, RIEDMILLER, Martin

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Human Immunodeficiency Virus-Specific CD8+ T-Cell Responses Do Not Predict Viral Growth and Clearance Rates during Structured Intermittent Antiretroviral Therapy von Oxenius, Annette, McLean, Angela R, Fischer, Marek, Price, David A, Dawson, Sarah J, Hafner, Roland, Schneider, Christine, Joller, Helen, Hirschel, Bernard, Phillips, Rodney E, Weber, Rainer, Günthard, Huldrych F

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Less is more -- the Dispatcher/ Executor principle for multi-task Reinforcement Learning von Riedmiller, Martin, Hertweck, Tim, Hafner, Roland

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Cognitive concepts in autonomous soccer playing robots von Lauer, Martin, Hafner, Roland, Lange, Sascha, Riedmiller, Martin

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Reinforcement learning with scheduled auxiliary control von Riedmiller, Martin, Hafner, Roland

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HIV RNA in plasma rebounds within days during structured treatment interruptions von FISCHER, Marek, HAFNER, Roland, SCHNEIDER, Christine, TRKOLA, Alexandra, JOOS, Beda, JOLLER, Helen, HIRSCHEL, Bernard, WEBER, Rainer, GÜNTHARD, Huldrych F

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Limitations of medicine:diagnosis and therapy of <> back pain von Scharer, Verena, Hafner, Roland, Ciurea, Adrian, Henning, Lars, Somoskovi, Akos, Weber, Rainer, Fehr, Jan

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Roboter lernen Fußball spielen: Autonome Roboter von Lauer, Martin, Hafner, Roland

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Collect & Infer -- a fresh look at data-efficient Reinforcement Learning von Riedmiller, Martin, Springenberg, Jost Tobias, Hafner, Roland, Heess, Nicolas

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Less is more -- the Dispatcher/ Executor principle for multi-task Reinforcement Learning von Riedmiller, Martin, Hertweck, Tim, Hafner, Roland

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BALL VALVE, IN PARTICULAR FOR EXPLOSION ISOLATION IN PROCESS PIPELINES von ZELLWEGER, Daniel, HAFNER, Roland, AGATONOVIC, Aleksandar, ALLGÄUER, Mario, KERN, Jürgen

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BALL VALVE, IN PARTICULAR FOR EXPLOSION ISOLATION IN PROCESS PIPELINES von ZELLWEGER, Daniel, HAFNER, Roland, AGATONOVIC, Aleksandar, ALLGÄUER, Mario, KERN, Jürgen

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BALL VALVE, IN PARTICULAR FOR EXPLOSION ISOLATION IN PROCESS PIPELINES von ZELLWEGER, Daniel, HAFNER, Roland, AGATONOVIC, Aleksandar, ALLGÄUER, Mario, KERN, Jürgen

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Offline Actor-Critic Reinforcement Learning Scales to Large Models von Springenberg, Jost Tobias, Abdolmaleki, Abbas, Zhang, Jingwei, Groth, Oliver, Bloesch, Michael, Lampe, Thomas, Brakel, Philemon, Bechtle, Sarah, Kapturowski, Steven, Hafner, Roland, Heess, Nicolas, Riedmiller, Martin

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