Research Article

Adaptive Inverse Optimal Control for Rehabilitation Robot Systems Using Actor-Critic Algorithm

Table 1

Summarized simulation results.

SimulationPosition error (degree)Torque (Nm)
ACAHCACAHC

Maximum (TS)9.1637.4911.1630.531
Minimum (TS)6.3022.8720.6120.512
Mean (TS)7.4173.4310.8320.516
Adjusting time7–11 s3–7 s7–11 s3–7 s
Maximum (SS)0.1820.1720.5230.512
Minimum (SS)0.0760.0570.5060.500

Note: TS represents temporary state; SS denotes steady state.