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Cheap and Deterministic Inference for Deep State-Space Models of Interacting Dynamical Systems


May 02, 2023
Andreas Look, Melih Kandemir, Barbara Rakitsch, Jan Peters

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Model Predictive Control with Gaussian-Process-Supported Dynamical Constraints for Autonomous Vehicles


Mar 08, 2023
Johanna Bethge, Maik Pfefferkorn, Alexander Rose, Jan Peters, Rolf Findeisen

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Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning


Mar 07, 2023
Daniel Palenicek, Michael Lutter, Joao Carvalho, Jan Peters

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* Published as a conference paper at ICLR 2023 

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Model-Based Uncertainty in Value Functions


Mar 07, 2023
Carlos E. Luis, Alessandro G. Bottero, Julia Vinogradska, Felix Berkenkamp, Jan Peters

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* AISTATS 2023 

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A Human-Centered Safe Robot Reinforcement Learning Framework with Interactive Behaviors


Mar 02, 2023
Shangding Gu, Alap Kshirsagar, Yali Du, Guang Chen, Jan Peters, Alois Knoll

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LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning


Mar 01, 2023
Firas Al-Hafez, Davide Tateo, Oleg Arenz, Guoping Zhao, Jan Peters

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Fast Kinodynamic Planning on the Constraint Manifold with Deep Neural Networks


Jan 12, 2023
Piotr Kicki, Puze Liu, Davide Tateo, Haitham Bou-Ammar, Krzysztof Walas, Piotr Skrzypczyński, Jan Peters

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Learning-based Design and Control for Quadrupedal Robots with Parallel-Elastic Actuators


Jan 09, 2023
Filip Bjelonic, Joonho Lee, Philip Arm, Dhionis Sako, Davide Tateo, Jan Peters, Marco Hutter

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* IEEE Robotics and Automation Letters (2023) 

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