diff --git a/controller/README.md b/controller/README.md
index 696a25e93ed91b635962ff82444dc46f8df26c8b..c4f1596821de72d7cd4df1b76179af1a23763053 100644
--- a/controller/README.md
+++ b/controller/README.md
@@ -1,11 +1,40 @@
 # Controller
 The controller application controls the AS Solver workflow and allows communication with it via REST.
 The requests should have a JSON content with appropriate fields filled.
-The required fields are described in /src/models directory
+The required fields are also described in /src/models directory
 
 # Rest end-points to communicate with our Solver
 
 - [POST] /train - Train the network with models extracted from CDO
+    - application_id: unique id of the application
+    - cp_cdo_path: path to the constraint problem in CDO
+    - camel_model_cdo_path: path to the camel model in CDO
+    - proc_finished_url: URL at which a notification will be sent after training has finished
+    - max_utility_error: maximal MAE error of the predicted configurations to deem a trained network successful
+    - force_retrain: whether to force retraining of the model. Forcing retraining when another training is in progress may
+                   lead to undefined behaviour.
+
+- [POST] /constraintProblemSolution - Solve the constraint problem with models extracted from CDO
+    - application_id: unique id of the application
+    - problem_datetime: time for which the prediction will be calculated
+    - cp_CDO_path: path to the constraint problem in CDO
+    - notification_uri: uri of the ESB at which a notification will be sent
+    - request_uuid: request uuid which will be passed in the notification to ESB
+    
 - [POST] /trainFromFile - Train the network with models extracted from files
-- [POST] /solveCP - Solve the constraint problem with models extracted from CDO
-- [POST] /solveCPFromFile - Solve the constraint problem with models extracted from files
\ No newline at end of file
+    - application_id: unique id of the application
+    - cp_file_path: path to the file containing constraint problem
+    - camel_model_file_path: path to the file containing camel model
+    - node_candidates_file_path: path to the file containing node candidates
+    - proc_finished_url: URL at which a notification will be sent after training has finished
+    - max_utility_error: maximal MAE error of the predicted configurations to deem a trained network successful
+    - force_retrain: whether to force retraining of the model. Forcing retraining when another training is in progress may
+                   lead to undefined behaviour.
+    
+- [POST] /constraintProblemSolutionFromFile - Solve the constraint problem with network input extracted from file
+    - application_id: unique id of the application
+    - input_file_path: path to the file containing the input for supervised gym
+    - cp_CDO_path: path to the constraint problem in CDO
+    - notification_uri: uri of the ESB at which a notification will be sent
+    - request_uuid: request uuid which will be passed in the notification to ESB
+    
\ No newline at end of file