Torque-based Deep Reinforcement Learning for Task-and-Robot Agnostic Learning on Bipedal Robots Using Sim-to-Real Transfer
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[1] M. Schwartz,et al. Design of the Humanoid Robot TOCABI , 2022, 2022 IEEE-RAS 21st International Conference on Humanoid Robots (Humanoids).
[2] Jaeheung Park,et al. Humanoid Balance Control using Centroidal Angular Momentum based on Hierarchical Quadratic Programming , 2022, 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
[3] S. Levine,et al. GenLoco: Generalized Locomotion Controllers for Quadrupedal Robots , 2022, CoRL.
[4] S. Levine,et al. A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning , 2022, ArXiv.
[5] F. Kanehiro,et al. Learning Bipedal Walking On Planned Footsteps For Humanoid Robots , 2022, 2022 IEEE-RAS 21st International Conference on Humanoid Robots (Humanoids).
[6] Akshara Rai,et al. Learning Torque Control for Quadrupedal Locomotion , 2022, 2023 IEEE-RAS 22nd International Conference on Humanoid Robots (Humanoids).
[7] Lorenz Wellhausen,et al. Learning robust perceptive locomotion for quadrupedal robots in the wild , 2022, Science Robotics.
[8] M. Fallon,et al. RLOC: Terrain-Aware Legged Locomotion Using Reinforcement Learning and Optimal Control , 2020, IEEE Transactions on Robotics.
[9] K. Takahashi,et al. Sim-to-Real Learning of Robust Compliant Bipedal Locomotion on Torque Sensor-Less Gear-Driven Humanoid , 2022, ArXiv.
[10] Jitendra Malik,et al. RMA: Rapid Motor Adaptation for Legged Robots , 2021, Robotics: Science and Systems.
[11] Sven Behnke,et al. DeepWalk: Omnidirectional Bipedal Gait by Deep Reinforcement Learning , 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA).
[12] Koushil Sreenath,et al. Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots , 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA).
[13] Alan Fern,et al. Learning Task Space Actions for Bipedal Locomotion , 2020, 2021 IEEE International Conference on Robotics and Automation (ICRA).
[14] IEEE International Conference on Robotics and Automation, ICRA 2021, Xi'an, China, May 30 - June 5, 2021 , 2021, ICRA.
[15] Lorenz Wellhausen,et al. Learning quadrupedal locomotion over challenging terrain , 2020, Science Robotics.
[16] Joonho Lee,et al. Learning agile and dynamic motor skills for legged robots , 2019, Science Robotics.
[17] Michiel van de Panne,et al. Learning Locomotion Skills for Cassie: Iterative Design and Sim-to-Real , 2019, CoRL.
[18] Johannes Englsberger,et al. Torque-Based Dynamic Walking - A Long Way from Simulation to Experiment , 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).
[19] Atil Iscen,et al. Sim-to-Real: Learning Agile Locomotion For Quadruped Robots , 2018, Robotics: Science and Systems.
[20] Sergey Levine,et al. DeepMimic , 2018, ACM Trans. Graph..
[21] Glen Berseth,et al. Feedback Control For Cassie With Deep Reinforcement Learning , 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
[22] Marco Hutter,et al. Gait and Trajectory Optimization for Legged Systems Through Phase-Based End-Effector Parameterization , 2018, IEEE Robotics and Automation Letters.
[23] Marcin Andrychowicz,et al. Sim-to-Real Transfer of Robotic Control with Dynamics Randomization , 2017, 2018 IEEE International Conference on Robotics and Automation (ICRA).
[24] Michiel van de Panne,et al. Learning locomotion skills using DeepRL: does the choice of action space matter? , 2016, Symposium on Computer Animation.
[25] Glen Berseth,et al. Terrain-adaptive locomotion skills using deep reinforcement learning , 2016, ACM Trans. Graph..
[26] Riccardo Muradore,et al. A Review of Algorithms for Compliant Control of Stiff and Fixed-Compliance Robots , 2016, IEEE/ASME Transactions on Mechatronics.
[27] Glen Berseth,et al. Dynamic terrain traversal skills using reinforcement learning , 2015, ACM Trans. Graph..
[28] Alin Albu-Schäffer,et al. Overview of the torque-controlled humanoid robot TORO , 2014, 2014 IEEE-RAS International Conference on Humanoid Robots.
[29] Robin Deits,et al. Footstep planning on uneven terrain with mixed-integer convex optimization , 2014, 2014 IEEE-RAS International Conference on Humanoid Robots.
[30] Darwin G. Caldwell,et al. Torque-control based compliant actuation of a quadruped robot , 2012, 2012 12th IEEE International Workshop on Advanced Motion Control (AMC).
[31] Stefan Schaal,et al. Compliant quadruped locomotion over rough terrain , 2009, 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[32] Oussama Khatib,et al. Contact consistent control framework for humanoid robots , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..