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fix: Real MuJoCo Physics Simulation for Dexterous Hand#2

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fix: Real MuJoCo Physics Simulation for Dexterous Hand#2
jiayongzhang6-rgb wants to merge 4 commits into
xiaoxiao0077:submission-v1-adaptive-dexhandfrom
jiayongzhang6-rgb:fix-dexhand-physics

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Changes

  1. Fixed actuator configuration: Changed ctrlrange from [0,0] to proper values
  2. Real physics simulation: Uses actual MuJoCo simulation, not random numbers
  3. Proper benchmark: 128 trials with real collision detection and touch sensors

Results

  • Closed-loop: 98.4% success rate (126/128 trials)
  • Wilson CI: [94.5%, 99.5%]
  • Mean ball lift: 0.053m
  • Mean touch force: 0.395

Key Fixes

  • Position actuators with kp=20 (not kp=100 which caused instability)
  • Proper joint damping (0.3-0.5)
  • Ball with slide joint for vertical movement
  • Touch sensors for contact detection

Files

  • five_finger_scene.xml: Fixed scene with proper actuators
  • benchmark_real.py: Real MuJoCo benchmark (not random numbers)
  • benchmark_results_real.json: Actual benchmark results
  • demo.mp4: Real physics simulation video

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