Learning Agile Robotic Locomotion Skills by Imitating Animals

Bin Peng, Xue, Coumans, Erwin, Zhang, Tingnan, Lee, Tsang-Wei, Tan, Jie, Levine, Sergey·2020·Robotics: Science and Systems XVI

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  6. Neural ODE-based Imitation Learning (NODE-IL): Data-Efficient Imitation Learning for Long-Horizon Multi-Skill Robot Manipulation
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  8. Of rats and robots: A mutual learning paradigm
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  9. Offline Imitation Learning upon Arbitrary Demonstrations by Pre-Training Dynamics Representations
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  11. DogGet: A Legged Manipulation System in Human Environments
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  14. Auditing Robot Learning for Safety and Compliance during Deployment
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  15. Learning Task-Agnostic Action Spaces for Movement Optimization
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  16. Analyzing the Hidden Activations of Deep Policy Networks: Why Representation Matters
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  17. Where is the Grass Greener? Revisiting Generalized Policy Iteration for Offline Reinforcement Learning.
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  18. Policy Search using Dynamic Mirror Descent MPC for Model Free Off Policy RL
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  20. Learning visuo-motor behaviours for robot locomotion over difficult terrain
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  21. Gait Generation for the Multi-legged Robot with Injured Legs
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  22. Bioinspired and Energy-Efficient Convex Model Predictive Control for a Quadruped Robot
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  23. Improving Sample Efficiency of Example-Guided Deep Reinforcement Learning for Bipedal Walking
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  24. Solving Challenging Control Problems via Learning-based Motion Planning and Imitation
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  25. Learning of Leg Stiffness and Damping to Match Robot Dynamics
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  26. An Universal Dynamic Model Predictive Control Framework for Quadruped Robot Locomotion
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  27. Decentralized Reinforcement Learning Multi-Gait Locomotion Control for Quadruped Robots
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  28. Learning Quadruped Locomotion Method Integrating Meta-Learning and Reinforcement Learning
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  29. Extremum-Seeking Action Selection for Accelerating Policy Optimization
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  30. Learning Cost Functions for Reinforced Learned Controllers in a Quadrupedal Robot
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  33. T2QRM: Text-Driven Quadruped Robot Motion Generation
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  34. PPO-CPG Controller for Quadruped Locomotion
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  35. Learning Graphic Convolutional Network Based Quadruped Locomotion on Complex Terrain
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  36. Robot Behavior Generation Based on “Animal Behaviors Inspired gMLP” with Environmental Event Information
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  51. Parameter-Space Policy Composition for Sim-to-Real Transfer in Quadruped Locomotion Control
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  62. Evolution of humanoid locomotion control
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  63. Why do quadruped locomotion policies fail when transferred from simulation to real hardware: a systematic analysis of failure modes across MPC, RL, and IL.
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  64. CoT Oracle: Dominant Gait Parameters Identification for Cost of Transport Prediction in Learned Quadrupedal Locomotion Policies
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