PPO Clipped Objective & Its Indicator Function Reformulation
The REINFORCE-form weight w(ρ) reproduces exactly the same gradient as the PPO clipped loss.
 (advantage):
1.0
ε (clip range):
0.20
ρ (unclipped)
clip(ρ)Â (clipped)
min (PPO loss)