diff --git a/crates/ml-alpha/src/trainer/integrated.rs b/crates/ml-alpha/src/trainer/integrated.rs
index 831e1365e..003420968 100644
--- a/crates/ml-alpha/src/trainer/integrated.rs
+++ b/crates/ml-alpha/src/trainer/integrated.rs
@@ -2686,8 +2686,8 @@ impl IntegratedTrainer {
                 // outliers." V_MAX/V_MIN seeded to the original C51
                 // [-1, +1] span as the canonical floor — the ratchet
                 // in `rl_reward_clamp_controller` only grows magnitude.
-                (crate::rl::isv_slots::RL_REWARD_CLAMP_WIN_INDEX,       0.5),
-                (crate::rl::isv_slots::RL_REWARD_CLAMP_LOSS_INDEX,      0.5),
+                (crate::rl::isv_slots::RL_REWARD_CLAMP_WIN_INDEX,       1.0),
+                (crate::rl::isv_slots::RL_REWARD_CLAMP_LOSS_INDEX,      3.0),
                 (crate::rl::isv_slots::RL_REWARD_CLAMP_MARGIN_INDEX,    1.5),
                 (crate::rl::isv_slots::RL_REWARD_CLAMP_RATIO_INDEX,     3.0),
                 (crate::rl::isv_slots::RL_REWARD_CLAMP_CLIP_RATE_TARGET_INDEX, 0.05),