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RL-Sim-Framework/configs/runner/mjx.yaml

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num_envs: 1024 # MJX shines with many parallel envs
device: auto # auto = cuda if available, else cpu
dt: 0.002
substeps: 10
history_length: 10 # RMA-style: 10-step window of (obs, action) pairs
rma_mode: "none" # "none" | "teacher" | "deploy"
# ── Domain randomization (sim-to-real) ──────────────────────────────
# Full DR on GPU: latency + sensor noise + per-env dynamics scales
# (friction/damping/torque) are all applied inside the JIT step.
domain_rand:
qpos_noise_std: 0.01 # rad — encoder angle noise
qvel_noise_std: 0.5 # rad/s — velocity-estimate noise (measured)
action_delay_steps: [0, 2] # control-step latency (040 ms)
friction_scale: [0.6, 1.6] # Coulomb-friction multiplier (per env)
damping_scale: [0.6, 1.6] # viscous-damping multiplier
torque_scale: [0.85, 1.15] # motor-constant / battery-voltage variation