The intelligent biped robot AIRO: System overview and omnidirectional walking method design
Bibliographic record
Abstract
In order to verify the omnidirectional walking theory and to meet the requirements of rapid prototyping and economy, a bipedal robot system AIRO based on commercial servo motor-driven joints is designed and implemented. Compared with other motor-driven biped robots of the same size, the structure body of AIRO is lighter, and the leg mass distribution is more in line with the principle of the linear inverted pendulum model. Firstly, the overall system composition of the robot is introduced, including the mechanical structure part and the control system part; Then, based on the linear inverted pendulum model principle and the input speed command of the system, the omnidirectional walking planning and control of the robot is realized in combination with the current state of the robot; Finally, a successful omnidirectional walking experiment was carried out on AIRO to verify the effectiveness of the biped robot motion system.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".