diff --git a/docs/source/configuration/agents.rst b/docs/source/configuration/agents.rst
index c2674e31..e7373b53 100644
--- a/docs/source/configuration/agents.rst
+++ b/docs/source/configuration/agents.rst
@@ -97,8 +97,7 @@ Similar to action space, this is defined as a list of components from the :py:mo
 
 ``reward_components``
 ^^^^^^^^^^^^^^^^^^^^^
-TODO: update description
-A list of reward types from :py:mod:`primaite.game.agent.rewards.RewardFunction.rew_class_identifiers`
+A list of available reward types from :py:mod:`primaite.game.agent.rewards.RewardFunction.rew_class_identifiers`
 
 e.g.
 
@@ -106,7 +105,13 @@ e.g.
 
     reward_components:
         - type: dummy
+          weight: 1.0
         - type: database-file-integrity
+          weight: 0.40
+          options:
+            node_hostname: database_server
+            folder_name: database
+            file_name: database.db
 
 
 ``agent_settings``
@@ -154,4 +159,4 @@ If ``True``, gymnasium flattening will be performed on the observation space bef
 -----------------
 
 Agents will record their action log for each step. This is a summary of what the agent did, along with response information from requests within the simulation.
-A summary of the actions taken by the agent can be viewed using the `show_history()` function. By default, this will display all actions taken apart from ``DONOTHING``.
+A summary of the actions taken by the agent can be viewed using the `show_history()` function. By default, this will display all actions taken apart from ``do-nothing``.
diff --git a/docs/source/configuration/game.rst b/docs/source/configuration/game.rst
index d4b8cc90..02c2a441 100644
--- a/docs/source/configuration/game.rst
+++ b/docs/source/configuration/game.rst
@@ -59,4 +59,4 @@ These are used to determine the thresholds of high, medium and low categories fo
 ``seed``
 --------
 
-Used to configure the random seeds used within PrimAITE, ensuring determinism within episode/session runs. If empty or set to -1, no seed is set.
+Used to configure the random seeds used within PrimAITE, ensuring determinism within episode/session runs. If empty or set to -1, no seed is set. The given seed value is logged (by default) in ``primaite/<VERSION>/sessions/<DATE>/<TIME>/simulation_output``.
diff --git a/docs/source/configuration/simulation.rst b/docs/source/configuration/simulation.rst
index 47ff6832..82b8785f 100644
--- a/docs/source/configuration/simulation.rst
+++ b/docs/source/configuration/simulation.rst
@@ -5,8 +5,7 @@
 
 ``simulation``
 ==============
-In this section the network layout is defined. This part of the config follows a hierarchical structure. Almost every component defines a ``ref`` field which acts as a human-readable unique identifier, used by other parts of the config, such as agents.
-# TODO: ref field is no longer real
+In this section the network layout is defined. This part of the config follows a hierarchical structure.
 At the top level of the network are ``nodes``, ``links`` and ``airspace``.
 
 e.g.
@@ -26,7 +25,7 @@ e.g.
 ``nodes``
 ---------
 
-This is where the list of nodes are defined. Some items will differ according to the node type, however, there will be common items such as a node's reference (which is used by the agent), the node's ``type`` and ``hostname``
+This is where the list of nodes are defined. Some items will differ according to the node type, however, there will be common items such as a node's hostname (which is used by the agent) and the node's ``type``.
 
 To see the configuration for these nodes, refer to the following:
 
@@ -74,10 +73,6 @@ this results in:
         endpoint_b_port: 2 # port 2 on switch
         bandwidth: 100
 
-``ref``
-^^^^^^^
-
-The human readable name for the link. Not used in code, however is useful for a human to understand what the link is for.
 
 ``endpoint_a_hostname``
 ^^^^^^^^^^^^^^^^^^^^^^^