# Which is the difference between two policies format with the same policies but written differently

**URL:** <https://forum.rasa.com/t/which-is-the-difference-between-two-policies-format-with-the-same-policies-but-written-differently/15145>\
**Category:** Tutorials, Resources & Videos\
**Created:** [September 3, 2019, 9:06am UTC](https://forum.rasa.com/t/which-is-the-difference-between-two-policies-format-with-the-same-policies-but-written-differently/15145 "2019-09-03T09:06:49Z")\
**Posts on this page:** 1\
**Page:** 1

<div class="post-metadata">

**Author:** ![Asmacats](https://dub1.discourse-cdn.com/flex013/user_avatar/forum.rasa.com/asmacats/32/21372_2.png) [@Asmacats](https://forum.rasa.com/u/Asmacats)\
**Post date:** [September 3, 2019, 9:06am UTC](https://forum.rasa.com/t/which-is-the-difference-between-two-policies-format-with-the-same-policies-but-written-differently/15145/1 "2019-09-03T09:06:49Z")

</div>

Hi all,

**Versions:** rasa 1.2.2 rasa\_core 0.14.5 rasa\_nlu 0.15.1

Using the rasa core, the next predicted action changes according to the defined policies within the config file. I have two config file with the same policies but written in a different manner. The config files are given below:

– Config1.yml – policies:

- batch\_size: 5 epochs: 100 name: KerasPolicy
- fallback\_action\_name: ‘utter\_action\_default\_fallback’ name: FallbackPolicy nlu\_threshold: 0.4 core\_threshold: 0.4
- max\_history: 3 name: MemoizationPolicy
- name: FormPolicy
- name: MappingPolicy

– Config2.yml – policies:

- name: KerasPolicy batch\_size: 5 epochs: 100
- name: FallbackPolicy fallback\_action\_name: ‘utter\_action\_default\_fallback’ nlu\_threshold: 0.4 core\_threshold: 0.4
- name: MemoizationPolicy max\_history: 3
- name: FormPolicy
- name: MappingPolicy

known that the first configuration has given the most accurate results, I would like to know the difference between these two configurations.

I would also like to know the main difference between the latest rasa version and rasa-for-botfront

Thanks for your help!!
