diff --git a/docs/en_US/Assessor/BuiltinAssessor.md b/docs/en_US/Assessor/BuiltinAssessor.md
index 7374d6665d..ad8a88ad76 100644
--- a/docs/en_US/Assessor/BuiltinAssessor.md
+++ b/docs/en_US/Assessor/BuiltinAssessor.md
@@ -19,7 +19,7 @@ Note: Please follow the provided format when writing your `config.yml` file.
- `Median Stop Assessor`
+### Median Stop Assessor
> Builtin Assessor Name: **Medianstop**
@@ -47,7 +47,7 @@ assessor:
- `Curve Fitting Assessor`
+### Curve Fitting Assessor
> Builtin Assessor Name: **Curvefitting**
diff --git a/docs/en_US/Tuner/BuiltinTuner.md b/docs/en_US/Tuner/BuiltinTuner.md
index 516b5c2adc..1c3f77c825 100644
--- a/docs/en_US/Tuner/BuiltinTuner.md
+++ b/docs/en_US/Tuner/BuiltinTuner.md
@@ -31,7 +31,7 @@ Note: Please follow the format when you write your `config.yml` file. Some built
- `TPE`
+### TPE
> Built-in Tuner Name: **TPE**
@@ -60,7 +60,7 @@ tuner:
- `Random Search`
+### Random Search
> Built-in Tuner Name: **Random**
@@ -80,7 +80,7 @@ tuner:
- `Anneal`
+### Anneal
> Built-in Tuner Name: **Anneal**
@@ -107,7 +107,7 @@ tuner:
- `Naïve Evolution`
+### Naïve Evolution
> Built-in Tuner Name: **Evolution**
@@ -136,7 +136,7 @@ tuner:
- `SMAC`
+### SMAC
> Built-in Tuner Name: **SMAC**
@@ -173,7 +173,7 @@ tuner:
- `Batch Tuner`
+### Batch Tuner
> Built-in Tuner Name: BatchTuner
@@ -212,7 +212,7 @@ The search space file should include the high-level key `combine_params`. The ty
- `Grid Search`
+### Grid Search
> Built-in Tuner Name: **Grid Search**
@@ -234,7 +234,7 @@ tuner:
- `Hyperband`
+### Hyperband
> Built-in Advisor Name: **Hyperband**
@@ -264,7 +264,7 @@ advisor:
- `Network Morphism`
+### Network Morphism
> Built-in Tuner Name: **NetworkMorphism**
@@ -302,7 +302,7 @@ tuner:
- `Metis Tuner`
+### Metis Tuner
> Built-in Tuner Name: **MetisTuner**
@@ -330,7 +330,7 @@ tuner:
- `BOHB Advisor`
+### BOHB Advisor
> Built-in Tuner Name: **BOHB**
@@ -375,7 +375,7 @@ advisor:
- `GP Tuner`
+### GP Tuner
> Built-in Tuner Name: **GPTuner**
@@ -417,7 +417,7 @@ tuner:
- `PPO Tuner`
+### PPO Tuner
> Built-in Tuner Name: **PPOTuner**
@@ -453,7 +453,7 @@ tuner:
- `PBT Tuner`
+### PBT Tuner
> Built-in Tuner Name: **PBTTuner**