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使用学习动作残差的连续多功能跳跃【英文版】.pdf |
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英文标题:Continuous Versatile Jumping Using Learned Action Residuals中文摘要:提出了一种基于优化控制和强化学习相结合的分层框架,实现了四足机器人连续跳跃运动的控制,通过在模拟环境中的训练,该方法可以直接应用到真实机器人中,实现多方向、连续性跳跃。英文摘要:Jumping is essential for legged robots to traverse through difficultterrains. In this work, we propose a hierarchical framework that combinesoptimal control and reinforcement learning to learn continuous jumping motionsfor quadrupedal robots. The core of our framework is a stance controller, whichcombines a manually designed acceleration co
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