diff --git a/docs/algorithm-settings.md b/docs/algorithm-settings.md
index 942acc9249f..4448cb55516 100644
--- a/docs/algorithm-settings.md
+++ b/docs/algorithm-settings.md
@@ -35,7 +35,12 @@ Random sampling is an alternative to grid search when the number of discrete par
 
 ### [Hyperopt][]
 
-Algorithm name in katib is `random`.
+Algorithm name in katib is `random`, and there are some algortihm settings that we support:
+
+| Setting Name     | Description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                | Example  |
+|------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------|
+| random_state     | [int]: Set random state to something other than None for reproducible results.                                                                                                                                                                                                                                                                                                                                                                                                    | 10       |
+
 
 ## TPE
 
@@ -75,7 +80,7 @@ Algorithm name in katib is `skopt-bayesian-optimization`, and there are some alg
 | n_initial_points |  [int, default=10]: Number of evaluations of `func` with initialization points  before approximating it with `base_estimator`. Points provided as `x0` count  as initialization points. If len(x0) < n_initial_points additional points  are sampled at random. More in [skopt document](https://scikit-optimize.github.io/#skopt.Optimizer)                                                                                                                                                                               | 10       |
 | acq_func         |  [string, default=`"gp_hedge"`]: Function to minimize over the posterior distribution. More in [skopt document](https://scikit-optimize.github.io/#skopt.Optimizer)                                                                                                                                                                                                                                                                                                                                                        | gp_hedge |
 | acq_optimizer    |  [string, "sampling" or "lbfgs", default="auto"]: Method to minimize the acquistion function.    The fit model is updated with the optimal value obtained by optimizing acq_func with acq_optimizer. More in [skopt document](https://scikit-optimize.github.io/#skopt.Optimizer)                                                                                                                                                                                                                                          | auto     |
-| random_state     | [int, RandomState instance, or None (default)]: Set random state to something other than None for reproducible results.                                                                                                                                                                                                                                                                                                                                                                                                    | 10       |
+| random_state     | [int]: Set random state to something other than None for reproducible results.                                                                                                                                                                                                                                                                                                                                                                                                    | 10       |
 
 ## References