Is it learning? Plots, reward debugging and fair comparisons
A rising return is not proof of walking. Plot the learning curve and every reward term, watch the policy, measure it with fixed commands and evaluation seeds, run the hand-written trot through the same environment, and catch reward hacking before it reaches the robot.
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