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判别器
GAN 或对抗训练设置中的组件,将输入分类为真实(来自数据分布)或虚假(来自生成器)。在机器人学中,判别器用于 GAIL(生成对抗模仿学习)以区分专家演示和策略推出,为策略训练提供学习的奖励信号。

Open 7-DoF arm, bimanual-ready. Ships from San Francisco with pilot data-collection packages from $2,500.

90+ platforms — humanoids, arms, quadrupeds, dexterous hands, and teleoperation kits. In-stock hardware ships in 48 hours.

Hardware-synced demonstrations for VLA and imitation learning. Download in LeRobot, HDF5, or RLDS format.

From first arm on the bench to a policy that survives a real workcell — the Robotics Center pipeline in three steps.

Low-latency data-collection glove for dexterous manipulation. From $5,500, ships from San Francisco.

Unbox, calibrate, and run your first autonomous walk. Includes ROS 2 bringup and teleop quickstart.
GAN 或对抗训练设置中的组件,将输入分类为真实(来自数据分布)或虚假(来自生成器)。在机器人学中,判别器用于 GAIL(生成对抗模仿学习)以区分专家演示和策略推出,为策略训练提供学习的奖励信号。
