diff --git a/freqtrade/freqai/RL/BaseEnvironment.py b/freqtrade/freqai/RL/BaseEnvironment.py
index 39e8609f5..17d82a3ba 100644
--- a/freqtrade/freqai/RL/BaseEnvironment.py
+++ b/freqtrade/freqai/RL/BaseEnvironment.py
@@ -56,7 +56,8 @@ class BaseEnvironment(gym.Env):
         :param id: string id of the environment (used in backend for multiprocessed env)
         :param seed: Sets the seed of the environment higher in the gym.Env object
         :param config: Typical user configuration file
-        :param env_info: Environment info dictionary, used to pass live status, fee, etc.
+        :param live: Whether or not this environment is active in dry/live/backtesting
+        :param fee: The fee to use for environmental interactions.
         """
         self.config = config
         self.rl_config = config['freqai']['rl_config']
diff --git a/freqtrade/freqai/RL/BaseReinforcementLearningModel.py b/freqtrade/freqai/RL/BaseReinforcementLearningModel.py
index 62963f194..d7e3a3cad 100644
--- a/freqtrade/freqai/RL/BaseReinforcementLearningModel.py
+++ b/freqtrade/freqai/RL/BaseReinforcementLearningModel.py
@@ -402,6 +402,7 @@ def make_env(MyRLEnv: Type[gym.Env], env_id: str, rank: int,
     :param num_env: (int) the number of environment you wish to have in subprocesses
     :param seed: (int) the inital seed for RNG
     :param rank: (int) index of the subprocess
+    :param env_info: (dict) all required arguments to instantiate the environment.
     :return: (Callable)
     """