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Table 2 Dynamics randomization details of LLRE during training and testing

From: Robust walking control of a lower limb rehabilitation exoskeleton coupled with a musculoskeletal model via deep reinforcement learning

Dynamic parameters

Training range

Testing range

Friction coefficient

[0.9,1.6]*default value

[0.7,2.0]*default value

Mass

[0.8,1.2]*default value

[0.7,1.5]*default value

Motor command tracking accuracy

[0.8,1.2]*default value

[0.7,1.3]*default value

Observation latency

[0,0.04]s

[0,0.06]s

Control delay

[0,0.04]s

[0,0.06]s

Inertial

[0.5,1.5]*default value

[0.4,1.6]*default value

Center of mass

[0.9,1.2]*default value

[0.8,1.3]*default value