diff --git a/docs/batch.md b/docs/batch.md
new file mode 100644
index 0000000..08711b5
--- /dev/null
+++ b/docs/batch.md
@@ -0,0 +1,88 @@
+Instance Batches
+================
+
+If you have to run experiments on multiple problem instances, *instance batches* are your friend. Simply put an instance batch is a collection of problem instances. In order to manage batches across large instance pools spread out over the file system you can declare them in *batch files*. 
+
+Loading Batches
+---------------
+
+All you have to do in order to load a batch is to call the `batch.load("path/batch_file")` function with the path to the corresponding batch file.
+
+```python
+import a2.batch
+
+instance_paths = a2.batch.load("path/to/batch_file")
+
+```
+
+Batch Files
+-----------
+
+Batch files are used do index all instances contained in the batch. The real power of these files comes from two features *nested batches* and the possibility to *include batch files*. A example my look like this:
+
+```JSON
+{
+  "dir": "./some/path",
+  
+  "include":
+  [
+    "path/to_other/batch_file1",
+    "path/to_other/batch_file2"
+  ],
+
+  "instances":
+  [
+    "instance1.cnf",
+    "instance2.cnf"
+  ],
+
+  "batches": 
+  [
+    {
+      "dir": "./nested/path",
+      "instances":
+      [
+        "instanec11.cnf", 
+        "instance22.cnf
+      ]
+    }
+  ]
+}
+
+```
+A complete grammar is defined further below. The main components of a batch files are *batch objects*. Possible fields of batch objects are:
+
+dir
+: The base directory for all contained paths. Consider the example above. The path `instance1.cnf` will be expanded to `./some/path/instance1.cnf`. 
+: If the base path of a batch is relative (e.g. `./path`) it is always relative to its parent batch (e.g. `./nested/path` will be extended to `./some/path/nested/path`). In case of root batches (highest level in batch file) relative base paths are relative to the file location.
+
+include
+: Here you can list paths to other batch files, which than will be included to the current batch.
+
+instances
+: This is the actual list of instance paths.
+
+batches
+: Instance batches can contain other (nested) instance batches. This allows you to structure your batch files much more nicely (see nested base paths).
+ 
+---
+### Grammar
+The complete grammar of a batch file is defined by:
+
+```
+<file> ::= <batch>
+<batch> ::= '{' <fields> '}'
+<fields> ::= <field> 
+             | ',' <fields> 
+<field> ::= <directory>
+            | <instance list> 
+            | <include list> 
+            | <batch list>
+<directory> ::= '"dir":' <Path>
+<instance list> ::= '"instances": [' <paths> ']'
+<include list> ::= '"include": [' <paths> ']'
+<batch list> ::= '"batches": [' <batches> ']'
+<paths> ::= <path> | ',' <paths>
+<batches> ::= <batch> | ',' >batch>
+```
+---