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Model-Based Policy Search Using Monte Carlo Gradient Estimation With Real Systems Application.

, , , , , and . IEEE Trans. Robotics, 38 (6): 3879-3898 (2022)

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Local Policy Optimization for Trajectory-Centric Reinforcement Learning., , , , , , and . ICRA, page 5094-5100. IEEE, (2020)Towards Human-Level Learning of Complex Physical Puzzles., , , , , , , , , and . CoRR, (2020)Sim-to-Real Transfer Learning using Robustified Controllers in Robotic Tasks involving Complex Dynamics., , , , , and . ICRA, page 6001-6007. IEEE, (2019)Constrained Dynamic Movement Primitives for Safe Learning of Motor Skills., , , , , , and . CoRR, (2022)Model-Based Policy Search Using Monte Carlo Gradient Estimation With Real Systems Application., , , , , and . IEEE Trans. Robotics, 38 (6): 3879-3898 (2022)A Black-Box Physics-Informed Estimator based on Gaussian Process Regression for Robot Inverse Dynamics Identification., , , and . CoRR, (2023)Chance-Constrained Optimization in Contact-rich Systems., , , and . ACC, page 14-21. IEEE, (2023)Control of Mechanical Systems via Feedback Linearization Based on Black-Box Gaussian Process Models., , , , and . ECC, page 243-248. IEEE, (2021)Imitation and Supervised Learning of Compliance for Robotic Assembly., , , and . ECC, page 1882-1889. IEEE, (2022)Learning Disagreement Regions with Deep Neural Networks to Reduce Practical Complexity of Mixed-Integer MPC., , , and . SMC, page 3238-3244. IEEE, (2021)