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Quadrupedal Locomotion on Quadrupedal Locomotion Simulation

0.17Planar Base Velocity RMSE (m/s)LP
0.15520.25510.3550.4549Jun 14, 2026

Evaluation results

MethodLinks
LPOper. limit constraints=true, Gait-prior encoding=None, Energy minimization=false, Perception (elevation map)=true2026.060.173.721.180.86
LEPOper. limit constraints=true, Gait-prior encoding=None, Energy minimization=true, Perception (elevation map)=true2026.060.193.110.280.5
RPOper. limit constraints=false, Gait-prior encoding=Reward, Energy minimization=false, Perception (elevation map)=true2026.060.2230.6413.3
LCEPOper. limit constraints=true, Gait-prior encoding=Constraint, Energy minimization=true, Perception (elevation map)=true2026.060.232.650.430.9
LCPOper. limit constraints=true, Gait-prior encoding=Constraint, Energy minimization=false, Perception (elevation map)=true2026.060.263.330.940.66
EPOper. limit constraints=false, Gait-prior encoding=None, Energy minimization=true, Perception (elevation map)=true2026.060.352.51.5353.4
LEOper. limit constraints=true, Gait-prior encoding=None, Energy minimization=true, Perception (elevation map)=false2026.060.541.4—1.4