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MicroDuck Sim-to-Real Transfer Analysis
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| <header> | |
| <h1>Sim-to-Real Transfer for MicroDuck</h1> | |
| <div class="subtitle">A complete analysis of system identification, domain randomisation,<br>RL regularisation, battery compensation, and the remaining gap</div> | |
| <div class="meta">MicroDuck bipedal robot · MuJoCo + PPO · Dynamixel XL330-M288 · Rust runtime · 2025-2026</div> | |
| </header> | |
| <div class="wrapper"> | |
| <nav class="toc"> | |
| <h2>Contents</h2> | |
| <ol> | |
| <li><a href="#robot">The Robot and the Challenge</a></li> | |
| <li><a href="#motor">The XL330-M288 Motor</a></li> | |
| <li><a href="#bam">System Identification with BAM</a></li> | |
| <li><a href="#dr">Domain Randomisation</a></li> | |
| <li><a href="#rl">RL Training Setup</a></li> | |
| <li><a href="#runtime">Runtime and Battery Compensation</a></li> | |
| <li><a href="#lean">Lateral Lean Investigation</a></li> | |
| <li><a href="#sysid">MuJoCo System Identification on Walking Data</a></li> | |
| <li><a href="#action_scale">The action_scale Mystery</a></li> | |
| <li><a href="#summary">Summary: The Sim2Real Gap Stack</a></li> | |
| <li><a href="#actuator_params">Current Actuator Parameters</a></li> | |
| <li><a href="#future">Beyond Standard MuJoCo: Actuator Nets & Custom Models</a></li> | |
| <li><a href="#next">Open Questions, Opinions, and Next Steps</a></li> | |
| <li><a href="#sim2real_recipes">Sim2Real Tips & Recipes</a></li> | |
| <li><a href="#update-apr2">Update (2 Apr 2026): BAM M6 Actuator in MuJoCo Warp</a></li> | |
| <li><a href="#update-apr3">Update (3 Apr 2026): Debugging the Training Regression</a></li> | |
| <li><a href="#update-apr4">Update (4 Apr 2026): Next Experiments</a></li> | |
| <li><a href="#update-apr5">Update (5 Apr 2026): Tuesday Test Checklist</a></li> | |
| <li><a href="#update-apr7">Update (7 Apr 2026): Two Key Findings</a></li> | |
| </ol> | |
| </nav> | |
| <!-- ── 1. Robot ── --> | |
| <section id="robot"> | |
| <h2>1. The Robot and the Challenge</h2> | |
| <p>MicroDuck is a miniature bipedal robot weighing <strong>755 g</strong> and standing roughly <strong>25 cm</strong> tall in its crouched home pose. | |
| It has <strong>15 actuated joints</strong>: 5 per leg (hip yaw, hip roll, hip pitch, knee, ankle), 4 for the neck/head (neck pitch, head pitch, head yaw, head roll), | |
| and 1 for the mouth (opening/closing) — though the mouth DOF is not part of the learned policy and is controlled independently. | |
| All joints are driven by <strong>Dynamixel XL330-M288</strong> servo motors running firmware position control.</p> | |
| <p>The runtime is written in <strong>Rust</strong>, running on a Raspberry Pi Zero 2W. ONNX policies are loaded via <code>ort</code> (ONNX Runtime). | |
| A BNO055 or BNO08X IMU provides orientation and angular velocity via I²C. | |
| Motor communication goes through a Dynamixel TTL bus at 1 Mbps. The control loop runs at <strong>50 Hz</strong>. | |
| An Xbox controller provides velocity commands wirelessly.</p> | |
| <p>The walking policy is trained entirely in simulation using PPO via <strong>mjlab</strong>, a lightweight RL framework built on <strong>MuJoCo Warp</strong> (NVIDIA Warp-based GPU acceleration of MuJoCo, distinct from the JAX-based MJX). mjlab borrows Isaac Lab’s manager-based API design but uses MuJoCo as the physics engine. Policies are exported to ONNX and deployed on-robot. | |
| The central goal is that a policy trained at <code>action_scale=1.0</code> in simulation should transfer directly to the real robot without any gain reduction.</p> | |
| <h3>Why small bipeds are harder</h3> | |
| <ul> | |
| <li><strong>Actuator nonlinearity dominates.</strong> The XL330 has a plastic gear train with a 288:1 ratio. Motor friction and armature inertia are a large fraction of the available torque budget. A 10% error in torque constant has proportionally more effect than on a humanoid.</li> | |
| <li><strong>Battery voltage fluctuates.</strong> The XL330 is rated for 3.7-6.0 V. MicroDuck runs on 2S LiPo (7.4 V nominal, 8.4 V full, 6.0 V discharged). Since motor kp is proportional to supply voltage, the effective gains <em>drift during a session</em>.</li> | |
| <li><strong>Body asymmetry matters more.</strong> A lateral CoM offset of 2 mm on a 100 g leg segment is a meaningful bias torque. The same offset on a large robot is negligible.</li> | |
| <li><strong>Control latency is a larger fraction of the gait cycle.</strong> At 50 Hz, 3 steps of delay = 60 ms, a significant chunk of a ~300 ms step period.</li> | |
| </ul> | |
| </section> | |
| <!-- ── 2. Motor ── --> | |
| <section id="motor"> | |
| <h2>2. The XL330-M288 Motor</h2> | |
| <p>All joints use the <strong>Dynamixel XL330-M288-T</strong>, a micro servo from Robotis weighing just 18 g.</p> | |
| <div class="table-wrap"><table> | |
| <tr><th>Spec</th><th>Value</th></tr> | |
| <tr><td>Weight</td><td>18 g</td></tr> | |
| <tr><td>Gear ratio</td><td>288.4 : 1 (plastic spur gears)</td></tr> | |
| <tr><td>Motor type</td><td>Cored DC motor</td></tr> | |
| <tr><td>Encoder</td><td>Contactless absolute (ams AS5601), 12-bit, 4096 pulses/rev</td></tr> | |
| <tr><td>Input voltage</td><td>3.7 – 6.0 V (recommended 5.0 V)</td></tr> | |
| <tr><td>Stall torque (5.0 V)</td><td>0.52 Nm @ 1.47 A</td></tr> | |
| <tr><td>Stall torque (6.0 V)</td><td>0.60 Nm @ 1.74 A</td></tr> | |
| <tr><td>No-load speed (5.0 V)</td><td>103 RPM (10.8 rad/s)</td></tr> | |
| <tr><td>PWM limit</td><td>885 counts (100% duty)</td></tr> | |
| <tr><td>Current limit</td><td>1750 mA</td></tr> | |
| <tr><td>Communication</td><td>TTL half-duplex, Protocol 2.0, up to 4 Mbps</td></tr> | |
| <tr><td>Default position P gain</td><td>400 (register 84, scaled by K_PP = value/128)</td></tr> | |
| <tr><td>Operating modes</td><td>Position, Extended Position, Velocity, Current, Current-based Position, PWM</td></tr> | |
| </table></div> | |
| <div class="callout"> | |
| <strong>Over-voltage operation.</strong> MicroDuck runs the XL330 at <strong>7.4 V</strong> (2S LiPo), above the rated 6.0 V max. This provides more torque but the firmware voltage limiter must be raised. The motor identification (BAM) is done at vin=7.4 V, matching the actual operating condition. | |
| When running at 7.4 V, the firmware kp_fw=200 gives an effective stiffness much higher than at rated voltage. BAM captures this scaling: <code>kp_mj = error_gain × kp_fw × vin × kt / R</code>. | |
| </div> | |
| <h3>Motor firmware control law</h3> | |
| <p>In position control mode, the XL330 firmware applies:</p> | |
| <pre><code>duty_cycle = error_gain × kp_fw × (goal_position - present_position) | |
| duty_cycle = clip(duty_cycle, -PWM_LIMIT, PWM_LIMIT) | |
| voltage = vin × duty_cycle | |
| torque = (voltage × kt / R) - (kt² / R) × dq # back-EMF</code></pre> | |
| <p>where <code>error_gain = (4096 / 2π) / (KP_DIVISOR × PWM_LIMIT) = 0.002877</code> converts radians to the firmware’s internal pulse/gain units. KP_DIVISOR=256 was empirically determined (the manual says 128, but measurements show 256).</p> | |
| </section> | |
| <!-- ── 3. BAM ── --> | |
| <section id="bam"> | |
| <h2>3. System Identification with BAM</h2> | |
| <h3>3.1 What is BAM?</h3> | |
| <p><strong>BAM (Better Actuator Model)</strong> is an open-source motor identification framework | |
| (<a href="https://arxiv.org/abs/2410.08650" style="color:var(--accent)">Duclusaud, Passault, Padois & Ly, 2024</a>). | |
| A pendulum arm is attached to the motor output; position, velocity, and PWM are logged while the motor tracks reference trajectories. | |
| A physics model is then fitted using <strong>CMA-ES</strong> (via Optuna), minimising the <strong>Mean Absolute Error</strong> between simulated and measured position traces. | |
| Data is split 75/25 for identification/validation.</p> | |
| <h3>3.2 The Six Motor Models</h3> | |
| <p>BAM defines six friction models of increasing complexity. Each defines the maximum friction budget τ<sub>f</sub><sup>m</sup> available to oppose motion:</p> | |
| <div class="table-wrap"><table> | |
| <tr><th>Model</th><th>#Params</th><th>Friction budget τ<sub>f</sub><sup>m</sup></th><th>What it adds</th></tr> | |
| <tr><td><strong>M1</strong> Coulomb-Viscous</td><td>2</td> | |
| <td><code>K_v|dq| + K_c</code></td> | |
| <td>Baseline. Standard in MuJoCo/Isaac.</td></tr> | |
| <tr><td><strong>M2</strong> Stribeck</td><td>5</td> | |
| <td><code>M1 + K_c<sup>s</sup> exp(-(|dq|/dq*)^α)</code></td> | |
| <td>Extra static friction near zero velocity (Stribeck effect).</td></tr> | |
| <tr><td><strong>M3</strong> Load-dependent</td><td>3</td> | |
| <td><code>M1 + K_l |τ<sub>m</sub> - τ<sub>e</sub>|</code></td> | |
| <td>Friction proportional to net gearbox load.</td></tr> | |
| <tr><td><strong>M4</strong> Stribeck + Load</td><td>7</td> | |
| <td><code>M2 + K_l|load| + K_l<sup>s</sup>|load| exp(...)</code></td> | |
| <td>Combined Stribeck and load-dependent, including Stribeck-load interaction.</td></tr> | |
| <tr><td><strong>M5</strong> Directional</td><td>9</td> | |
| <td><code>M4 but K_mτ<sub>m</sub> and K_eτ<sub>e</sub> split</code></td> | |
| <td>Separates motor-side vs external-side friction (directional gearbox efficiency).</td></tr> | |
| <tr><td><strong>M6</strong> Quadratic</td><td>11</td> | |
| <td><code>M5 + K_m<sup>q</sup>τ<sub>m</sub>² + K_e<sup>q</sup>τ<sub>e</sub>²</code></td> | |
| <td>Quadratic load-dependent terms (observed in harmonic drives).</td></tr> | |
| </table></div> | |
| <p>The BAM paper reports that for Dynamixel spur-gear servos (MX-64, MX-106), <strong>M4-M5 give the best results</strong> (2-3× MAE reduction over M1). | |
| For harmonic drives (eRob80:100), M6 is best. For the XL330 specifically, we explored M1 and M6. M5 (directional) is likely the sweet spot for the XL330 | |
| and should be explored in future work.</p> | |
| <h3>3.3 Testbench Setup</h3> | |
| <p>A rigid arm of length 0.1 m is attached to the motor output. Different arm masses (0.112, 0.534, 1.012 kg) and springs are used | |
| to vary the loading conditions. Four trajectory types are recorded at 200 Hz (dt=0.005 s):</p> | |
| <ul> | |
| <li><strong>sin_time_square</strong> — sinusoidal position with frequency increasing as t² (sweeps phase/amplitude response)</li> | |
| <li><strong>sin_sin</strong> — double sinusoid with rich frequency content</li> | |
| <li><strong>up_and_down</strong> — slow lift-and-lower, emphasises static friction and Stribeck transitions</li> | |
| <li><strong>lift_and_drop</strong> — lifts mass then releases (torque_enable=false), isolates viscous friction from back-EMF</li> | |
| </ul> | |
| <h3>3.4 Data Contamination and Filtering</h3> | |
| <p>The original dataset had <strong>53 recordings</strong>. Analysis revealed that recordings with heavy arm mass (0.223+ kg) and stiff springs (k≥800) | |
| hit <strong>motor torque saturation</strong>: the motor was at maximum PWM with near-zero velocity.</p> | |
| <div class="callout warn"> | |
| <strong>Contamination mechanism:</strong> | |
| Saturated frames (high voltage, zero velocity) inflate the estimated resistance R — | |
| the model explains “why didn’t it move? must be high R”. Then kt compensates downward to preserve the duty-cycle-torque ratio. | |
| Net effect: old M1 identified a motor that was <strong>29% weaker</strong> than reality. | |
| </div> | |
| <img 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" alt="Stall detection in BAM data" style="width:100%;max-width:900px;display:block;margin:1.5em auto;border-radius:6px;box-shadow:0 2px 12px #0002"/> | |
| <figure> | |
| <figcaption><strong>Figure 1.</strong> Stall detection: frames where the motor strains against its voltage limit (high V, zero speed, large position error) are flagged. Files ≥10% stall fraction are discarded.</figcaption> | |
| </figure> | |
| <p>Stall criterion: <code>|ω| < 0.05 AND |goal-pos| > 0.2 rad AND |V| > 3 V</code>. | |
| Filter reduced the dataset: <strong>53 → 22 clean recordings</strong> (17 sin_time_square, 3 sin_sin, 2 up_and_down; all lift_and_drop removed). | |
| Original data preserved in <code>processed.bak/</code>.</p> | |
| <h3>3.5 M1 Identification Results</h3> | |
| <img 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h07hpSUFNF0Bj4+PkrXVV5ejjlz5mD06NGihJiBAwfC0tIS8fHxSE5OBgBMnTpVeFwqlcLBwQGGhobw8/PDqlWrYGRkJDx+9+5dHDx4UDgPjo6OOHDgAFJTU5/JqOCkpCScOnVKblRzXfn5+YiIiMDAgQNhb2+v0rrfffddbN26VbSO2NhYBAUFIS4uTmjv06cPrK2tsW7dOgQHB+PKlStISEjA5MmTRYEWLy8v4f/79+9HdnY21qxZIxxPd3d3aGpqIjIyEqdPn0bPnj2F5Vu0aIGMjAwhKU8ikSAiIgIODg5ITU0VluvSpQv69esn+uxTRpVzs2jRIjRp0gQ//fSTMArYw8NDLhCXm5sLQ0NDrFq1SmhzdXWV26a6ujree+89hd+J1DiypKrIyEiEhIQoTY6RJVWVlJRgwYIFsLKyQk5ODiIjI3H79m0kJiaqlFRlaWkpJFWFh4er1MePPvoIISEhOHDgALy8vISkqqSkJFy7dk20bH5+PvLz89GxY0dMmTIFaWlpqKysRK9evRAXFwcHB4d6t5WXl4d79+7JJVXdv38f9vb2KCoqQlhYGGxtbVFcXIy9e/eirKwMhoaGCtcXERGBmJgYfPrpp4iNjUVpaSkiIyPh6OiIX3/9VXjelStXMHz4cAQFBUFbWxunTp1CWFgYbt++LVeB4+TJk7h06RJCQ0PRokULJCQkYMSIETh//jw6duyo0jGtT3h4OGJiYhAQEIAVK1bgxo0bCAsLQ05ODs6cOSO8l1Xts7+/P3bs2IGwsDA4ODggNzcX3t7eKvVl9+7dSEpKwsaNG3Ho0CE0adIElpaWwuOpqakwNzfHkiVL0Lx5c3Tu3FnuNQEAa9aswbRp0+Dl5YVNmzahefPm+O2334TkzuzsbDg5OWHixIkICAgAALRr105hn8rLy+Ho6IiioiLExMSgY8eOSE9PR2BgIAoKCuSmVpk7dy5cXV2xdetW3Lx5E3PnzsX48eMVTpFQV35+Pj777DOEhYWhRYsWiIiIgI+PD6ZOnYpLly4hKSkJxcXFmD17Nvz8/ETT6vj7+yMlJQVBQUFwdnbG77//joULF+L06dM4evQoNDU1IZFIMGTIEPzyyy+Ijo5Gt27dsG/fPoVTGcmqBjk7O2Pz5s3Q0dFBUlISXFxccOzYMaE6jzKOjo7CNQ0RERHR64zJA0REREQv0N27d1FRUVHvSLGmTZvCxMREYYlnmcTERJSWluL48ePo3LkzUBN06dq1q0r9yMvLg42NDbS1tUXtc+bMQdOmTXHixAnRTWLZaFmJRIKwsDDY2dnh22+/FUbQ29vbw9raGkuXLsXq1atF+1tf4KVdu3YwMzMDALlEBtQkKshIJBK4ubnh8uXLSE5OlkseMDMzE0ZXAcDvv/+OtWvXIjY2FqGhoUBNcDQ9PR1paWkNJg+oEjSysrISBYKqq6vh5eUFU1NTpKSkYPbs2fXu4/bt23Ho0CHs27cPnp6eQh+NjIzg6+uLkydPonfv3tiyZQsuX76MgwcPwsXFBQDg6ekJd3f3Bkd2PUkAzdDQUHTMZftjY2OD9evXY+XKlTAxMcHbb78N1ARk676Wawd/JRIJBg4ciKKiIiQlJcklD3Tv3h2PHz/GqVOnWDr5GdLX10dYWBhmzZqF3Nxc9O3bV26ZzMxM2NraokuXLnj8+LHQ7unpiYULFyInJwcffvghnJ2dUV1djezsbAwZMgSHDx9GUFAQWrRogaysLEyePBlZWVkwNDREjx49VO6jr68v/Pz8cP/+fWzZsgU+Pj7PJYGksLAQUFCi/8cff4ShoaHC4IEyubm5uHfvHiZMmCA6Zvr6+rC3t0d2drbQdvv2bSxatAh79uxBQUGBaLqAy5cvi5IH2rdvLypRraOjg86dOyM/P78Reyy2f/9+BAYGwtfXF76+vkqXKy0txeDBg6GjoyNKBmjI8OHDRb8fOHAA1dXVcsforbfegpWVFbKzsxEcHIyDBw9CIpGIkizqkgWdxo8fL2r39fVFZGSkkIgnM3ToUFE1nwsXLuDWrVvCiF4Ze3t7hSO5FVHl3OTm5sLd3V1UPlxPTw/e3t7C6GHUTAlx7949jB07VqhA0LJlS4XbNTExwdmzZ1XqI6nmn5RUJftci4uLg62trVCxYPHixXB1dcWJEyfw3nvvKd2WsqSqxMREXLx4ETk5OaIEolGjRildl6oJQwBE1RqkUikcHR3x6NEjLF++HDExMaKqTKWlpTh16hRatWoFALC1tUWbNm2wY8cO4ZqusUpKSrBs2TKMHj0a69evF9qtra0xYMAAfPXVV5g7d67KfT537hxSU1OxYMECREVFAQDc3NygqakpV7lLke7duwtB/F69esl9F1ZVVeHgwYOi9rrJAw8fPkRISAjc3d1FVUvc3NyE//fu3RuoSRhQdM1d25YtW3DhwgXR9amHhwcqKiqwcuVKfP7556Ik6F69eokqphUXFyMoKAiFhYXCNbAyxcXFOHLkCGxsbICaZB87Ozvs27cPf/zxBzQ0NICa785FixahuLgYRkZG+M9//oNt27YhJCREeO25u7vDxMQEfn5++P777zFy5Ejs378fOTk52LBhg/D3jLu7O8rLy0XnHwBmzJiBnj17IjMzU/g+8fDwQNeuXREREdFgRZju3bsLCT+ya2UiIiKi1xGnLSAiIiJ6DWVnZ8PW1lZIHAAADQ0NjB49WqXnFxYWygXTKioqcPToUYwdO1bp6LLz58+jqKgIH330kegmr6WlJezt7eVGGD1tUCw7Oxtubm4wNTWFhoYGtLS0cPDgQYUlp2uPWEVNcLxuu5qaGjp37lxvYsaT9n3Dhg2wtbVFs2bNoKmpiaZNm6K8vFylstiZmZlo1aoVXF1d8fjxY+HHw8ND2H/Zv8bGxkLigIyiksN1yQJoY8aMEbUrC6Dt3r1bCGppampCS0sLly5dUrnM96+//orhw4ejTZs2wvM3btyo8Pmy16AsEELPztSpU9G+fXvMnz9f4eNFRUU4efIktLS0RD+y4MLdu3eBmvdRmzZtcOjQIVy9ehXXr1+Hi4sLnJ2dcfjwYUilUhw6dAhOTk7CDX5VDBs2DDo6Oli6dKlQneJ5qKysBADo6uqK2u/evavSvOC1FRUVAQAGDx4sd9z27NkjHDOpVIqhQ4di165dQqD81KlTSEpKAgD89ddfovUqCiDr6OgIfW+s7Oxs+Pj4YNCgQaKkoLoePnwILy8v3Lx5EwcPHlQ6ElWRuhV0ZMeoa9eucsfojz/+EI6R7N/6tlVSUgJ9fX25QJpsm8XFxfX2RfZ469at5datqE0RVc5NYWEhTE1N5ZaTBT1lnJyc8O233+LWrVsYOXIkTExM4ODgIKrsI9OkSRO51wk9HVlSVXp6utKqDnWTqmQ/np6eePz4MXJycgBAlFSFmuk+XFxc4OLigqysLKCmGkFjkqp++OGHBpOqZFMoNGnSBHv37oW3tzeGDh2Kffv2oUmTJnKjwusqLCyEjo6OKOEFNUlV7777rsqVR6AgYUj2UzthSObq1avw9fWFubm58LkQHh6Oe/fu4fbt26L19urVS/QeMjU1hamp6TNJqsrLy8Pff/8tl5jk5OSEt956S3Qtq0qfZftY9zqr7jWaVCoVHaPaCVb1cXNzazC57vjx43j48GG9CVlP4siRI8L0UrX5+vqK3gsyQ4YMEf0uu35W5Xy1b99eSBxAret3d3d30XWFtbU1UFMZDLWOe93zOG7cOGhoaAjnUdXzc/nyZVy6dAnjx4+HRCIRnSNXV1fRa1kZXtcSERHRPwUrDxARERG9QMbGxmjSpIlQQlSR8vJy3Llzp95RY8XFxcLNtdpUDYhUVlbKBdNKS0shkUgaDOZAQZBG1nbx4kVR29MExX799Ve4u7tj4MCBWLt2LczMzKCpqYnw8HCF88jW3ZasqkKLFi3k2lXZvip9T05OxvTp0zFz5kwsXrwYLVu2hLq6OgYNGqRS4KeoqAhFRUVK5yGXBdiKi4sbHQB7kgDa3r17MWLECIwdOxbz5s0TkjYCAgJU2p+CggI4OzujU6dOwvQK2traWLNmDTZt2iS3vGz+XQbJnj1tbW1ERUXBz89PmDu4NiMjIxgaGmLt2rUKn187scTZ2RlZWVl455130LZtW1hZWcHQ0BB37txBbm4uTp482WCwqi5dXV2MHj0acXFxaNeu3XOrPCEb4V9aWir6LDA2NsapU6cata5169bB1tZW7nHZ+/jKlSs4ceIEtm7digkTJgiP//bbb43ejyd1/PhxDB48GP3798f27duhqan4T/+Kigp4e3vjwoULOHTokMLvlfrUTiJDrWOUkZGh8DOnadOmQM3xR81nRt1ENpmWLVuirKxMbloT2Zzktas31NeXW7duya371q1bjZorXhEzMzO5wCdqJVLU5uPjAx8fHyFZLzw8HJ6enrhx44bo9VlSUiIcI3p2pk6dihUrVmD+/PkKy6kXFRXh8uXLDX4n106qeuedd4SkqubNm2P27NnPLKmqdnn22mSvbQcHB+E9hZrrnV69euHMmTP1bqeyshI6OjoK9692UqoqaicMKaKnpwfUTAkhG42/aNEidOzYEbq6uvj+++8RGxv7wpKqoMK1rOy6SdU+K7vOqvt7dna23HedVCptsL/KpjmrTZWErCdRUlKi9PhAQfJW3fMle3015nq7vuv32utUdh61tLRgbGws9LG4uBj6+vqi9woUnB/Za3n69OmYPn26wr7+9ddfwrWrIryuJSIion8KJg8QERERvUAaGhoYMGAAfvrpJ9y8eVPhjbm9e/dCIpEonAtZxsjISGlARBVGRkYoLS0VtbVo0QLq6uooKChQ+jzZDT5Z8Ka2mzdvygVznsauXbugoaGB9PR00fQKZWVlz2wbTyslJQXOzs744osvhLaqqirhhmZDjIyMYGZmprSEsuzGppGRkcLAoyrn+0kCaKmpqbCwsBDN546aG6/NmzdvcFv79u1DaWkpdu3aBXNzc6G9qqpK4fKy48Qg2fMxYcIELFu2DKGhoXIBikGDBmH58uVo06ZNgyPwnZ2dkZKSgrS0NKEEd+vWrdGlSxdERETg0aNHKpfmrm3KlCkoKirCoEGDROXmnyXZSMWrV6/CwsJCaPf09ERaWhq2b9+ucsWWfv36oVmzZrhw4QImT56sdLmKigqgVjIBagJEmzdvfoo9Ud3p06cxaNAg2NraYvfu3QqDhKgJwAwdOhS//PILDhw4IFfCvDFkI0WvXbuGwYMHK13Ozc0N6urqWLduHdasWaNwmQEDBmDZsmVISUkRHe9t27YJj9fHysoKrVu3RlpamigQdPz4cdy4ceOZJQ/07dsXe/bsEUrYo+Y1sGfPHqXP0dPTg4eHB+7fv4/Ro0fj+vXrokDZtWvX8P777z+T/tH//FOSqiwtLesNYDb0eWpkZISHDx+iurpalNxgbGxc7zWgsnVBhYShvLw8XL16FT///DP69+8vPK7s+ud5auhaVjZqXtU+177Oqn0dXPe6q0ePHk+ctAYFiVGK1E7I6tWr1xNvo66WLVsqvO5Ulrz1MtQ+j7X78+jRI9y9e1doMzIyQllZGcrLy0UJBHXPj2z5yMhIeHt7K9ymsu9TGV7XEhER0T8FkweIiIiIXrCQkBDs378fn332GXbs2CG6yVtSUoLQ0FAYGxsjICBA6TqcnJywfPlyXLx4URglVl1dje3bt6vUB2traxw4cEDUpqenB0dHR6SmpiI6OlqunK3sea1bt0ZqaipmzJghtF+9ehXHjx/HlClTVNp+bbIbcXVH81RUVEBDQ0N0fM6fP4/c3NxnNrLqaVVUVMiVkt2yZQuqq6tFbcr2cdCgQdi5cye0tLTqrTTh5OSEHTt2ICsrSzR1QUpKSoN9fJIAWkVFhdwI5Z9++gn/93//B0tLS4X7U/d4oE7QtLi4GOnp6Qr7JpuzVxbgpWdLXV0dMTExcvPSo2b+7127dqF///74/PPPYWNjg8rKSly5cgV79uzBzp07hc8AZ2dnSKVSZGVlieZwd3Z2RlJSEkxNTZWOOq2Pra0tvv/++waXu3HjhhBwuXPnDiorK7Fr1y4AgI2NjajccV29e/eGjo4OTp48KUrIGjduHDZs2AA/Pz/8+eef6NevHyoqKpCVlQVfX1/07NlTbl0GBgZYuXIlAgICUFxcjGHDhqFly5a4desWcnNz0bZtWwQFBcHa2hodOnRAaGgo1NXVoaenh/Xr16uc3KWMmpoaPv74Y9E5qOvChQvw8PCAnp4eFixYgN9//130ePfu3YX374gRI5CVlYW4uDioqakJ86CjZvRqYz5nLSwssGDBAsydOxeXL1+Gq6sr9PX1UVBQgOzsbDg6OmLChAmwsLDA3LlzsXTpUlRUVGDEiBHQ0dHBv//9b7Rq1QoTJ06Ep6cnnJycMGvWLJSWlsLW1hZHjx7FkiVLMHLkSIXnqDZ1dXVERUVhypQpGDt2LHx9fXHz5k1ERESoXKVHFeHh4di5cyfc3NwQEhICNTU1LF++HHp6eqKg38KFC3Hz5k04Ozujbdu2uHXrFmJiYmBubi56Dd+7dw8XL17ErFmznlkf6X/+CUlVmpqaGDJkCA4fPiyqzFFSUoKTJ0/Cx8en3m1YW1tDKpXi2rVr6Nixo9Du6emJqKgo5OXlwc7OTqX+qpowpOj6oKqqSi5Z8UWws7ODjo4OUlJSRH0+evQo8vPz8dlnnz1Rn52cnAAAaWlpWLRokdBe9xrNwMCgwc+txrK3t4eBgQHWrVuHDz74QOEy2traUFNTU2lU/IABA7Bz504cOHAA7u7uQvu2bdugqamJfv36PdP+N4YsgSwlJQWLFy8W2tPS0lBdXS087uTkhKVLlyItLQ0TJ04Ulqt7fqysrGBhYYGzZ88iIiKiUX26du0aNDU1Re8rIiIiotcRkweIiIjotSV9/BiP/jz70rbdWE5OToiPj0dwcDBcXFzw6aefonXr1vjzzz+xbNkyFBUVIT09Xa5cZ22BgYHYtGkTvLy8EB0dDUNDQyQnJ6O8vFylPjg6OmLz5s0oLCyEmZmZ0J6QkABHR0fY2dkhODgY7du3R35+Po4ePYoNGzYIwciAgACMHDkS/v7+KC0tRUREBJo1a4aQkJAnPh6yoElCQoJwE7pnz57w8vJCYmIiJkyYgIkTJyI/Px+RkZFo3769XHD+ZfHy8sKSJUuwaNEi2NvbIy8vD8nJyXKj9JXt47hx47B161a4u7vj888/h62tLSQSCW7cuIF9+/YhNjYWNjY2+Pjjj5GYmIgxY8Zg8eLFMDc3R0pKCs6fP99gH58kgObl5YXdu3dj5syZGDZsGM6dO4fY2Fi5IIpsf1avXo3x48dDS0sL7777LlxdXaGpqYnx48cjKCgIJSUliImJgYmJCR48eCDXtxMnTqBVq1ZMHniOPvjgA9jZ2YkCw6gJYhw7dgyxsbFYuXIl8vPzYWBgAEtLSwwaNEiU5NKhQwdYWFjg6tWromCYi4sLkpKSMGDAAJVGRjbW4cOH4e/vL2r78MMPAQARERGIjIxU+lxdXV0MHz4c6enpCA0NFdq1tLTw448/Ijo6Glu2bBGmHbGzs1M4f72Mv78/zM3NsXTpUvj7+6OyshJt2rRBnz59hD5pa2sjPT0dM2bMgL+/P/T19TF69GhMmTJF6WjGhsgqrjQU9M7NzRVGPtYO+Mhcu3ZNSBjKzMwEAMybN09uuYaOa30iIyNhY2ODVatWYePGjZBIJGjbti369+8vqm4QHx+PTp06YfXq1di+fTt0dXXRrVs3REVFATWfXXv27EF4eDi+/PJL3L59G23btsW8efMQHh6uUl8mT54MiUSCpUuX4rvvvoOVlRWSkpKwYsWKRu2bIlZWVti/fz+CgoIwduxYmJqaYtq0abh16xa+/vprYbk+ffrgyy+/xJw5c1BcXAxjY2M4OTkhOjpaNJo1IyMDWlpaGDly5DPrI/3PPyWpKioqCpmZmfDy8sLcuXMhkUiwZMkSVFdXK3xP1+bo6AgAOHnypCjIOXv2bKSkpMDLywthYWGwtbVFaWkp9uzZg5iYGIUJFaomDPXt2xeGhoaYNm0aoqKi8OjRI6xYseKpqs5cv34db7/99hN/XrVs2RLBwcFYtGgRDAwM4OPjgxs3biAsLAwWFhZCpRNV+2xjY4OxY8diyZIlUFdXh4ODA/Ly8upN9HrWDAwMEB8fj2nTpmHw4MHw8/ND8+bN8ccff+Dvv/9GSEgI1NXVYWVlhYyMDLi5uaF58+YwMzMT/R0g4+fnh1WrVmHs2LHClA0ZGRnYtGkT5s6dq9JUCs+bjY0NJkyYgPj4eEilUjg7O+Ps2bMIDw+HnZ2dkETh6emJfv36YebMmbh//z66du2K/fv348cffxStT01NDWvXroW3tzeGDRuG8ePHw9TUFHfu3MGZM2fw6NGjBquJnDhxAra2tnKJxURERESvGyYPEBER0WtJTVcXur3sX3ofGisoKAi9evXC8uXLMW3aNDx48ACtW7eGu7s75s+fLxrlrUibNm1w+PBhzJo1CxMnToShoSHGjx+PDz74QKXR/8OGDUOTJk2Qnp6OqVOnCu09evRAbm4uwsPDERgYiMrKSpibm2PMmDHCMhMnToS+vj7i4+MxYsQI6OrqYuDAgYiLixOVqlfViBEjMGnSJKxatQoRERGQSqWQSqVwc3NDcnIyEhISsHv3bnTq1AkJCQnIzMxUOFfxyxAeHo4HDx4gKSkJcXFx6N27NzIzMzFs2DDRcsr2UVNTE5mZmUhISMDWrVsREREBXV1ddOjQAe7u7sLN2aZNmyIrKwszZ87E7Nmzoa2tjeHDh+PLL79UOsKsNlUDaAEBASgoKMDGjRuxfv16dOvWDSkpKYiOjhYt16dPH4SFhWHTpk1Yu3YtJBIJrl27BhsbG6SlpWHhwoUYNmwYzM3NMWvWLNy9e1cICNaWkZGBcePGNfLoP3sttV7+zd7G9sHPzw9+fn4KH8vNzVXY3qxZM8THxyM+Pr7B9V+5ckWubfjw4SrN1yyjyvs2MjJSLghU376pYvr06ejfvz8uXLgAKysroV1PTw9xcXGIi4tT+LwBAwYo3D9XV9d6p5UBgG7duiE7O1uuve76lB2Tuu3Hjh2Dtra2qOKLIk9yrJ7k3NWl7NjIjBo1CqNGjWpwPQEBAfVW2dHX10diYiISExOVLtOhQ4d6+zJ16lTR9xwADB06VPS7ov1R9dwAwMCBA3H69Gnh9+rqarz//vvo0aOH0Obt7a1S8sjWrVsxatQomJiYNLjsi9BSV0OFpV6vPvwTkqqsra2RnZ2N4OBgjBs3Dmpqaujfvz+OHTsmVKRSpkOHDrCzs0N6erroO9jQ0BA5OTlYuHAhEhMTcefOHZiYmGDAgAEwMDBQuj5VEoZMTEzwww8/YM6cOcLr+5NPPoG5uXm9nwH1UTWpSpHo6GiYmpoiOTkZmzdvhqGhIby8vBAfHy8kiDxJnzdt2gRTU1MkJSVh2bJl6Nu3L/bu3YsuXbo0at8aQ5aMvGzZMvj6+kJDQwNWVlYIDg4WllmzZg0CAwPh7e2NqqoqpYkXenp6+PnnnzFv3jxERkbi3r17sLCwwIoVKzB79uwXtk8N2bRpEywtLbF161YsX74cxsbG+OSTTxAbGytU0lJXV0dGRgZmz56NqKgoSCQSuLm5ITU1Va6CgpubG44fP47Y2Fh8+umnePjwIUxNTWFra4tJkybV25e//voLWVlZiImJea77TERERPQiqEmf5o4BERER0XN06dIlAECnTp1edlf+kQICAnDu3DkcP378ZXeF3kA5OTlwdHTEn3/+2WCgg+hpeXt7w8TE5IWOBH2W5s2bh5KSEnz11VcvuyukwKxZs9C7d2+0a9cOt2/fxvr163Hw4EHs379fYQUIZU6dOoX+/fvj3LlzsLCweK59pjfbtm3bMHnyZBQWFspVS3pdrF27FuHh4bhx4wb09PRednfoDffNN99g6tSp+O9//9vge4p/4xIREdGrrvH1wYiIiIjotbZw4UL88ssvr8wofnqzLF68GP7+/kwcoBfiiy++QMeOHfH4KaaceZni4uKYOPAKq6qqQmhoKDw8PODn54fy8nJkZGQ8UeIAANy+fRv/+te/mDhAz924cePQsWNHrFy58mV3pdGOHDmCwMBAJg7QSyeVShEXF4eQkJDXNhmHiIiIqDZWHiAiIqJXFkdlPH+7du2ChoaGwrl/iZ6XsrIyLF++HFOmTGlUuWEiIiJ6OqdPn8bRo0cRGBj4srtC9FqTTfkVFBQkmt5EGf6NS0RERK86Jg8QERHRK4s3VoiIiIiIiOifgn/jEhER0auO0xYQERERERERERERET1nHMdHRERErzomDxAREdErS01NDdXV1ZBIJC+7K0RERERERESNJpFIIJFIoKam9rK7QkRERKQUkweIiIjolaWvrw+pVIqCggJUVVVxlAYRERERERG9VqRSKaqqqlBQUACpVAp9ff2X3SUiIiIipTRfdgeIiIiIlDEyMkJFRQXKyspQVlYGNTU1qKurc6QGERERERERvfKkUikkEomQCK+jowMjI6OX3S0iIiIipdSkHMJHRERErzCpVIrS0lI8fPgQjx8/5hQGRERERERE9NpQV1eHpqYmDAwM0KJFCybDExER0SuNyQNERERERERERERERERERERvOPWX3QEiIiIiIiIiIiIiIiIiIiJ6uZg8QERERERERERERERERERE9IZj8gAREREREREREREREREREdEbjskDREREREREREREREREREREbzgmDxAREREREREREREREREREb3hmDxARERERERERERERERERET0hmPyABERERERERERERERERER0RuOyQNERERERERERERERERERERvOCYPEBERERERERERERERERERveGYPEBERERERERERERERERERPSGY/IAERERERERERERERERERHRG+7/AdwQICwkK+1JAAAAAElFTkSuQmCC" alt="Motor identification results comparison" style="width:100%;max-width:900px;display:block;margin:1.5em auto;border-radius:6px;box-shadow:0 2px 12px #0002"/> | |
| <figure> | |
| <figcaption><strong>Figure 2.</strong> Key motor parameters across identification runs. Faded bars = contaminated data.</figcaption> | |
| </figure> | |
| <div class="table-wrap"><table> | |
| <tr><th>Parameter</th><th>Old M1</th><th>New M1</th><th>Change</th></tr> | |
| <tr><td><code>kt</code> (Nm/A)</td><td>0.2007</td><td>0.1819</td><td>−9%</td></tr> | |
| <tr><td><code>R</code> (Ω)</td><td>2.867</td><td><strong>2.009</strong></td><td><strong>−30%</strong></td></tr> | |
| <tr><td><code>armature</code> (kg·m²)</td><td>0.00153</td><td>0.00207</td><td>+35%</td></tr> | |
| <tr><td><code>friction_base</code> (Nm)</td><td>0.0161</td><td><strong>0.0317</strong></td><td><strong>+97%</strong></td></tr> | |
| <tr><td><code>friction_viscous</code></td><td>0.0182</td><td>0.0243</td><td>+34%</td></tr> | |
| <tr><td><strong>Stall torque</strong> @ 7.4V</td><td>0.518 Nm</td><td><strong>0.670 Nm</strong></td><td><strong>+29%</strong></td></tr> | |
| </table></div> | |
| <h3>3.6 M6 Identification Results</h3> | |
| <div class="table-wrap"><table> | |
| <tr><th>Parameter</th><th>Old M6</th><th>New M6</th><th>Change</th></tr> | |
| <tr><td><code>kt</code></td><td>0.325</td><td>0.247</td><td>−24%</td></tr> | |
| <tr><td><code>R</code></td><td>2.649</td><td>2.437</td><td>−8%</td></tr> | |
| <tr><td><code>load_friction_motor</code></td><td>0.429</td><td><strong>0.177</strong></td><td><strong>−59%</strong></td></tr> | |
| <tr><td><code>load_friction_external</code></td><td>0.002</td><td><strong>0.333</strong></td><td><strong>+15483%</strong></td></tr> | |
| <tr><td><code>dtheta_stribeck</code></td><td>2.579</td><td><strong>0.108</strong></td><td><strong>−96%</strong></td></tr> | |
| <tr><td><strong>Stall torque</strong> @ 7.4V</td><td>0.908 Nm</td><td>0.750 Nm</td><td>−17%</td></tr> | |
| </table></div> | |
| <p>Three major changes: (1) <strong>dtheta_stribeck</strong> dropped from 2.58 to 0.108 rad/s — now physically correct (near-zero velocity); | |
| (2) <strong>load_friction_external</strong> went from near-zero to 0.333 — the dominant load-dependent friction mechanism, invisible in contaminated data; | |
| (3) <strong>load_friction_motor</strong> halved — old data falsely correlated motor torque with friction due to saturation.</p> | |
| <img 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alt="M6 friction model decomposition" style="width:100%;max-width:900px;display:block;margin:1.5em auto;border-radius:6px;box-shadow:0 2px 12px #0002"/> | |
| <figure> | |
| <figcaption><strong>Figure 3.</strong> Left: M6 friction decomposed into components at typical walking loads. Right: Old vs new M6, with MuJoCo’s modelling limit shown. The red-shaded region is friction the sim cannot represent.</figcaption> | |
| </figure> | |
| <h3>3.7 MuJoCo Export and Its Limits</h3> | |
| <p>MuJoCo supports: <code>kp</code>, <code>damping</code>, <code>frictionloss</code>, <code>armature</code>, <code>forcerange</code>. This maps to M1. <strong>M2–M6 terms have no direct MuJoCo equivalent.</strong> | |
| The BAM export script warns: “Model other than m1 can’t be exported exactly to MuJoCo.”</p> | |
| <div class="table-wrap"><table> | |
| <tr><th>MuJoCo param</th><th>Old M6 (trained on)</th><th>New M6 (planned)</th><th>New M1</th></tr> | |
| <tr><td><code>kp</code></td><td>0.522</td><td><strong>0.432</strong></td><td>0.386</td></tr> | |
| <tr><td><code>damping</code></td><td>0.0480</td><td>0.0418</td><td>0.0408</td></tr> | |
| <tr><td><code>frictionloss</code></td><td>0.0060</td><td>0.0078</td><td><strong>0.0317</strong></td></tr> | |
| <tr><td><code>armature</code></td><td>0.00196</td><td>0.00223</td><td>0.00207</td></tr> | |
| <tr><td><code>forcerange</code></td><td>±0.908 Nm</td><td>±0.750 Nm</td><td>±0.670 Nm</td></tr> | |
| </table></div> | |
| <div class="callout"> | |
| <strong>frictionloss discrepancy M6 (0.008) vs M1 (0.032):</strong> | |
| M6 decomposes friction into Coulomb + Stribeck + load terms; M1 lumps everything into friction_base. | |
| Near zero velocity, M6’s total is ~0.021 Nm. The remaining gap (vs M1’s 0.032) reflects unmodelled load friction implicitly captured by M1’s holistic fit. | |
| </div> | |
| </section> | |
| <!-- ── 4. DR ── --> | |
| <section id="dr"> | |
| <h2>4. Domain Randomisation</h2> | |
| <p>Domain randomisation (DR) is the primary strategy for robustifying the policy against sim-to-real mismatches. | |
| Parameters are re-sampled at each episode reset.</p> | |
| <img src="data:image/png;base64,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" alt="Domain randomisation parameters overview" style="width:100%;max-width:900px;display:block;margin:1.5em auto;border-radius:6px;box-shadow:0 2px 12px #0002"/> | |
| <figure> | |
| <figcaption><strong>Figure 4.</strong> All DR parameters and their magnitudes.</figcaption> | |
| </figure> | |
| <h3>4.1 Physical Parameters</h3> | |
| <div class="table-wrap"><table> | |
| <tr><th>Parameter</th><th>Range</th><th>Motivation</th></tr> | |
| <tr><td>Centre of mass offset</td><td>±3 mm / axis</td><td>Manufacturing asymmetry, cable routing, CoM estimation error</td></tr> | |
| <tr><td>Motor Kp gain</td><td>×(0.85, 1.15)</td><td>Firmware gain uncertainty, temperature drift, per-motor variability</td></tr> | |
| <tr><td>Motor Kd gain</td><td>×(0.90, 1.10)</td><td>Damping estimation error</td></tr> | |
| <tr><td>Body mass</td><td>×(0.95, 1.05)</td><td>Payload, wear, battery state</td></tr> | |
| <tr><td>Body inertia</td><td>×(0.95, 1.05)</td><td>Coupled with mass randomisation (physically consistent)</td></tr> | |
| <tr><td>IMU mounting angle</td><td>±1°</td><td>Sensor misalignment, mechanical flex</td></tr> | |
| </table></div> | |
| <p>Currently <strong>disabled</strong> (too destabilising): joint friction randomisation, joint damping randomisation, base orientation initialisation.</p> | |
| <h3>4.2 Dynamic Perturbations</h3> | |
| <p><strong>Velocity pushes:</strong> Every 3-6 s, a velocity impulse of ±0.3 m/s is applied to the base. | |
| Trains recovery from external perturbations.</p> | |
| <p><strong>Neck offset:</strong> Head target randomised every 2-5 s up to ±0.3 rad (curriculum-gated, starts at iteration 12K). | |
| Trains robustness to head-induced inertial perturbations.</p> | |
| <h3>4.3 Observation Noise and Delays</h3> | |
| <div class="table-wrap"><table> | |
| <tr><th>Observation</th><th>Noise</th><th>Delay</th></tr> | |
| <tr><td>Base angular velocity</td><td>Uniform ±0.024 rad/s</td><td>0-3 steps (0-60 ms)</td></tr> | |
| <tr><td>Projected gravity</td><td>Uniform ±0.007</td><td>0-3 steps</td></tr> | |
| <tr><td>Joint position</td><td>Uniform ±0.0006 rad</td><td>None (same bus read)</td></tr> | |
| <tr><td>Joint velocity</td><td>Uniform ±0.024 rad/s</td><td>None</td></tr> | |
| </table></div> | |
| <p>Delays are resampled every 64 steps. Actuator commands are also delayed by 0-3 steps, modelling firmware processing + USB round-trip.</p> | |
| <h3>4.4 Known DR Gaps</h3> | |
| <div class="callout warn"> | |
| <strong>What DR does NOT cover:</strong> | |
| <ul style="margin-top:0.5rem"> | |
| <li><strong>Load-dependent friction</strong> — MuJoCo only has velocity-dependent friction. M6’s <code>load_friction_external=0.333</code> is significant and unmodelled. Kp/Kd DR partially compensates but doesn’t model the mechanism correctly.</li> | |
| <li><strong>Battery voltage drift</strong> — supply voltage drops ~25% over a discharge cycle (8.4V → 6.3V), changing motor kp proportionally. Not randomised in sim (but see runtime voltage compensation below).</li> | |
| <li><strong>Motor nonlinearity</strong> — back-EMF clipping, PWM saturation, Stribeck effect absent from sim actuator.</li> | |
| <li><strong>Hardware asymmetry</strong> — left/right manufacturing differences, per-motor friction variation.</li> | |
| </ul> | |
| </div> | |
| <div class="callout ok"> | |
| <strong>Opinion: what should be improved.</strong> | |
| <ul style="margin-top:0.5rem"> | |
| <li>Battery voltage DR seems like low-hanging fruit: randomise <code>kp</code> multiplicatively by ×(0.75, 1.15) to cover the voltage range, rather than the current ×(0.85, 1.15).</li> | |
| <li>Per-motor gain randomisation (different kp per joint) would better capture the per-unit variability vs the current global scale factor.</li> | |
| <li>The CoM randomisation range (±3 mm) may be too narrow given the observed 7-8° lean. Either widen to ±5-8 mm or add a directional bias.</li> | |
| <li>Joint friction randomisation was disabled because it was “too destabilising” — but that may indicate the range was too wide. A narrower range (e.g., frictionloss ×(0.8, 1.5)) could work and would help close the load-friction gap.</li> | |
| </ul> | |
| </div> | |
| </section> | |
| <!-- ── 5. RL ── --> | |
| <section id="rl"> | |
| <h2>5. RL Training Setup</h2> | |
| <h3>5.1 Algorithm: PPO with GAE</h3> | |
| <div class="param-grid"> | |
| <div class="param-card"><div class="label">Discount γ</div><div class="value">0.99</div></div> | |
| <div class="param-card"><div class="label">GAE λ</div><div class="value">0.95</div></div> | |
| <div class="param-card"><div class="label">PPO clip ε</div><div class="value">0.20</div></div> | |
| <div class="param-card"><div class="label">PPO epochs</div><div class="value">5</div></div> | |
| <div class="param-card"><div class="label">Mini-batches</div><div class="value">4</div></div> | |
| <div class="param-card"><div class="label">Learning rate</div><div class="value">1e-3 (adaptive)</div></div> | |
| <div class="param-card"><div class="label">Desired KL</div><div class="value">0.01</div></div> | |
| <div class="param-card"><div class="label">Entropy coeff</div><div class="value">0.01</div></div> | |
| <div class="param-card"><div class="label">Envs × steps</div><div class="value">4096 × 24</div></div> | |
| <div class="param-card"><div class="label">Max iterations</div><div class="value">50,000</div></div> | |
| </div> | |
| <h3>5.2 Network Architecture</h3> | |
| <p>Asymmetric actor-critic with privileged critic observations (base linear velocity, foot heights, terrain scan):</p> | |
| <pre><code>Actor: [51] → ELU[512] → ELU[256] → ELU[128] → [14] (joint position offsets) | |
| Critic: [54+] → ELU[512] → ELU[256] → ELU[128] → [1] (value function)</code></pre> | |
| <h3>5.3 Observation Space (51D actor)</h3> | |
| <pre><code>dims 0: 3 — base angular velocity (body frame) 3D | |
| dims 3: 6 — projected gravity vector (body frame) 3D | |
| dims 6:20 — joint positions relative to default pose 14D | |
| dims 20:34 — joint velocities 14D | |
| dims 34:48 — last action 14D | |
| dims 48:51 — velocity command [vx, vy, ωz] 3D</code></pre> | |
| <h3>5.4 Reward Function</h3> | |
| <div class="table-wrap"><table> | |
| <tr><th>Term</th><th>Weight</th><th>Purpose</th></tr> | |
| <tr><td>Track linear velocity</td><td>3.0</td><td>Gaussian, σ²=0.15, track vx/vy</td></tr> | |
| <tr><td>Track angular velocity</td><td>3.0</td><td>Gaussian, σ²=0.40, track ωz</td></tr> | |
| <tr><td>Upright</td><td>1.0</td><td>Penalise trunk tilt</td></tr> | |
| <tr><td>Pose</td><td>2.0</td><td>Soft joint-angle targets (wide σ during walking)</td></tr> | |
| <tr><td>CoM height</td><td>1.2</td><td>Keep CoM in 0.08-0.11 m range</td></tr> | |
| <tr><td>Air time</td><td>5.0</td><td>Reward swing phases 0.10-0.25 s</td></tr> | |
| <tr><td>Foot clearance</td><td>—</td><td>Lift feet ≥ 2 cm during swing</td></tr> | |
| <tr><td>Foot slip</td><td>−0.1</td><td>Penalise sliding at contact</td></tr> | |
| <tr><td>Stillness at zero cmd</td><td>3.0</td><td>Penalise motion when v_cmd=0</td></tr> | |
| <tr><td><strong>Action rate L2</strong></td><td>−0.6→−1.0</td><td><strong>Penalise ‖a<sub>t</sub>−a<sub>t-1</sub>‖² — key for sim2real</strong></td></tr> | |
| <tr><td>Joint torques L2</td><td>−1e-3</td><td>Energy efficiency</td></tr> | |
| <tr><td>Body angular velocity</td><td>−0.05</td><td>Reduce trunk wobble</td></tr> | |
| <tr><td>Angular momentum</td><td>−0.02</td><td>Reduce spinning tendency</td></tr> | |
| </table></div> | |
| <div class="callout ok"> | |
| <strong>action_rate_l2 is the most important sim2real regulariser.</strong> | |
| It directly penalises high-frequency oscillations. Its weight is curriculum-ramped so early training explores freely. | |
| </div> | |
| <img 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" alt="Curriculum learning schedules" style="width:100%;max-width:900px;display:block;margin:1.5em auto;border-radius:6px;box-shadow:0 2px 12px #0002"/> | |
| <figure> | |
| <figcaption><strong>Figure 5.</strong> Curriculum axes: action rate penalty, standing environment fraction, max command velocity, neck perturbation amplitude.</figcaption> | |
| </figure> | |
| <h3>5.5 Symmetry</h3> | |
| <p>Mirror loss (coeff=0.5) enforces bilateral symmetry: <code>L_mirror = 0.5 × MSE(π(o), flip(π(flip(o))))</code>. | |
| Left/right joint indices are swapped and signs negated for yaw/roll axes.</p> | |
| </section> | |
| <!-- ── 6. Runtime ── --> | |
| <section id="runtime"> | |
| <h2>6. Runtime and Battery Compensation</h2> | |
| <p>The on-robot runtime is written in Rust (<code>microduck_runtime</code>), running on a <strong>Raspberry Pi Zero 2W</strong>. | |
| Policy inference uses ONNX Runtime (ort) with 2 threads, matching the Pi’s dual-core ARM.</p> | |
| <h3>6.1 Control Loop</h3> | |
| <pre><code>loop at 50 Hz: | |
| motor_state = motors.read_state() # bulk sync_read: current, velocity, position (10 bytes × 14 motors) | |
| imu_data = imu.read() # BNO055/BNO08X quaternion → projected gravity + gyro | |
| obs = build_observation(motor_state, imu_data, last_action, command) | |
| action = policy.infer(obs, command) # ONNX Runtime | |
| targets = DEFAULT_POSE + action * effective_action_scale | |
| motors.write_goal_positions(targets) | |
| sleep_until(next_tick) # maintain 50 Hz</code></pre> | |
| <p>Motor communication is via TTL at 1 Mbps. Bulk sync_read fetches 10 bytes per motor (2 current + 4 velocity + 4 position) in a single bus transaction. | |
| The IMU runs on a separate I²C bus.</p> | |
| <h3>6.2 Battery Voltage Compensation</h3> | |
| <p>The XL330 motor kp is proportional to supply voltage: <code>kp ∝ vin</code>. As the battery discharges (8.4V → 6.3V over a session), | |
| the effective motor stiffness drops ~25%. A policy trained at a fixed vin=7.4V will experience different dynamics depending on battery state.</p> | |
| <p>The runtime implements <strong>voltage-adaptive action scaling</strong> (<code>--voltage-adapt</code> flag):</p> | |
| <pre><code>effective_action_scale = action_scale × (nominal_voltage / measured_voltage) | |
| = action_scale × (7.4 / voltage_ema)</code></pre> | |
| <p>where <code>voltage_ema</code> is an exponential moving average of the motor bus voltage, updated every second. | |
| When the battery is full (8.4V), the effective scale is reduced (7.4/8.4 = 0.88×); when depleted (6.5V), it’s increased (7.4/6.5 = 1.14×). | |
| This compensates for the voltage-proportional gain change without retraining.</p> | |
| <div class="callout"> | |
| <strong>Recording metadata.</strong> When recording walking data (for sysid or analysis), the runtime saves the measured voltage alongside the action_scale. | |
| This allows post-hoc correction: <code>effective_scale = base_scale × (7.4 / recorded_voltage)</code>. | |
| </div> | |
| <h3>6.3 Other Runtime Details</h3> | |
| <ul> | |
| <li><strong>PID gains:</strong> kp_fw=200, ki=0, kd=0 (set at startup via <code>--kp 200</code>)</li> | |
| <li><strong>PWM slope:</strong> set to 255 (fastest PWM ramp, checked and corrected at startup)</li> | |
| <li><strong>Fall detection:</strong> runtime detects falls via projected gravity and can auto-recover using the standing policy</li> | |
| <li><strong>Mouth motor:</strong> independent control (ID 34), not part of the policy observation/action space</li> | |
| <li><strong>Gamepad:</strong> Xbox controller via gilrs. Left stick = linear velocity, right stick = angular velocity. Y button = head control mode, B = body pose mode</li> | |
| <li><strong>Battery benchmark mode:</strong> walks until battery dies, logging time and voltage</li> | |
| </ul> | |
| <div class="callout warn"> | |
| <strong>Opinion: voltage compensation is treating a symptom.</strong> | |
| The correct fix would be to include battery voltage as a training observation or to domain-randomise vin during training. | |
| The runtime compensation works in practice but breaks the assumption that the policy was trained for a fixed voltage. | |
| A voltage-aware policy could make better decisions (e.g., slower gait when voltage is low). | |
| </div> | |
| </section> | |
| <!-- ── 7. Lean ── --> | |
| <section id="lean"> | |
| <h2>7. Lateral Lean Investigation</h2> | |
| <p><strong>Observation:</strong> The real robot consistently leans ~7-8° to the left when walking.</p> | |
| <img 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