Rasa invents own action

Rasa Open Source
1

I’m having trouble with rasa in a couple of ways. I’ve been trying to figure out why it is not following the paths I’ve set for it. But running rasa interactive, it seems to have invented its own action that it wants to run a lot. Any suggestions would be appreciated. @akelad?

? The bot wants to run '...', correct?  (Y/n) n        
? What is the next action of the bot?  (Use arrow keys)                         
 » <create new action>
   0.00 ...                                     
   0.00 action_add_to_reflection                
   0.00 action_back                             
   0.00 action_check_analysis                   
   0.00 action_deactivate_loop                  
   0.00 action_default_ask_affirmation          
   0.00 action_default_ask_rephrase             
   0.00 action_default_fallback                 
   0.00 action_email_post                       
   0.00 action_get_calendar                     
   0.00 action_get_date                         
   0.00 action_get_reflection                   
   0.00 action_listen                           
   0.00 action_look_up                          
   0.00 action_process_reflections

There is no action called “…” defined in the domain.

here are the action defined in the domain

actions:
- action_add_to_reflection
- action_check_analysis
- action_default_fallback
- action_email_post
- action_get_calendar
- action_get_date
- action_get_reflection
- action_look_up
- action_process_reflections
- action_purge_done
- action_r_reflection
- action_reflection_continue
- action_reset_reflection_form
- action_session_start
- action_show_outstanding_reflections
- action_start_outstanding_reflection
- action_wait
- utter_anything_else
- utter_articleanalysis
- utter_ask_email_form_email
- utter_greet
- utter_reflection_submit
- utter_submit_as_is
- utter_wait_continue
- validate_email_form
- validate_reflection_form

In case its important here’s the configuration file:

language: en
pipeline:
- name: WhitespaceTokenizer
- name: RegexFeaturizer
- name: LexicalSyntacticFeaturizer
- name: CountVectorsFeaturizer
- name: CountVectorsFeaturizer
  analyzer: char_wb
  min_ngram: 1
  max_ngram: 4
- name: DIETClassifier
  epochs: 100
  constrain_similarities: true
  model_confidence: linear_norm
- name: EntitySynonymMapper
- name: ResponseSelector
  epochs: 100
  constrain_similarities: true
  model_confidence: linear_norm
- name: FallbackClassifier
  threshold: 0.19
  ambiguity_threshold: 0.1
- name: RegexEntityExtractor
  case_sensitive: false
  use_lookup_tables: true
  use_regexes: true
  use_word_boundaries: true
policies:
- name: RulePolicy
  core_fallback_threshold: 0.1
  core_fallback_action_name: action_default_fallback
  enable_fallback_prediction: false
  restrict_rules: true
  check_for_contradictions: true
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