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v2.1.0 - Stable Full-Body Training

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@deltartificial deltartificial released this 26 Dec 18:52
· 9 commits to main since this release

What's Changed

Training Stability Fixes

  • Upright default pose: Replaced squat stance (knee 0.669 rad) with natural upright position (knee 0.3 rad)
  • Balanced PD gains: waist_kp=100 (was 200鈫抳ibrations, 60鈫抮agdoll)
  • Higher spawn: 0.82m to accommodate straight legs
  • New rewards: similar_to_default and track_pitch for posture guidance
  • Curriculum: Reduced velocity commands to learn standing before walking

Why

Previous config caused either:

  1. Harmonic oscillation (pelvic thrusts) from over-rigid waist
  2. Instant collapse (ragdoll) from under-rigid waist
  3. Unstable squat spawn position

This version should allow the robot to first learn to stand, then walk.

Full Changelog: v2.0.0...v2.1.0