jiz322/tiptoe-biped

01 · real robot

It gets up.

Trained in simulation, running on hardware: it pushes itself off the floor, stands, takes a few steps, and sits back down.

仿真里训练,跑在真机上:从地面撑起、站立、走几步,再坐下。

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jiz322/tiptoe-biped

02 · real robot

It turns and walks.

Turning on the spot, then walking forward: the controllability tuning, on the real robot.

原地转向,然后向前走:可控性调参,在真机上。

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jiz322/tiptoe-biped

03 · simulation

Stepping, in sim.

The stepping policy in simulation, its feet actually leaving the ground. This gait now runs on hardware too.

仿真里的抬脚行走策略:脚真的离地了。这套步态现在也跑在真机上。

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jiz322/tiptoe-biped

04 · simulation

Up from the knees.

Get-up policy in simulation: standing from a kneeling pose. On hardware the robot already gets up from the floor by itself.

仿真里的起身策略:从跪姿站起。真机上它已经能自己从地面站起来。

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Open-frame training server with three GPUs

05 · infrastructure

Where policies train.

Home training server on an open frame. Three GPUs.

自建训练服务器,开放式机架,三张 GPU。

Bambu Lab 3D printer on a workbench with printed parts

06 · infrastructure

Where parts come from.

The 3D printer that makes the robot's structural parts.

机器人的结构件都出自这台 3D 打印机。

About me.

WeChat QR code for adding Jiageng Zheng

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About this page

A small robot, a sim-to-real pipeline, and a home lab. Three behaviours have crossed from simulation to hardware: getting up and sitting down, stepping, and turning while walking forward.

一台小机器人、一条 sim-to-real 流程和一个家庭实验室。三件事已经从仿真走到了真机:起身与坐下、迈步、以及转向和前行。

Updated 2026-10-17 · now: tuning the gait on hardware