Class: Legion::Extensions::Agentic::Learning::Hebbian::Helpers::Assembly

Inherits:
Object
  • Object
show all
Includes:
Constants
Defined in:
lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb

Constant Summary

Constants included from Constants

Constants::ACTIVATION_THRESHOLD, Constants::ASSEMBLY_MIN_WEIGHT, Constants::ASSEMBLY_STATE_LABELS, Constants::ASSEMBLY_THRESHOLD, Constants::COMPETITION_FACTOR, Constants::CONSOLIDATION_BOOST, Constants::CO_ACTIVATION_WINDOW, Constants::DEFAULT_WEIGHT, Constants::LEARNING_RATE, Constants::MAX_ACTIVATION_HISTORY, Constants::MAX_ASSEMBLIES, Constants::MAX_CONNECTIONS_PER_UNIT, Constants::MAX_UNITS, Constants::MAX_WEIGHT, Constants::WEIGHT_DECAY, Constants::WEIGHT_FLOOR, Constants::WEIGHT_LABELS

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(id:, member_ids:) ⇒ Assembly

Returns a new instance of Assembly.



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 15

def initialize(id:, member_ids:)
  @id               = id
  @member_ids       = Array(member_ids).uniq
  @coherence        = 0.5
  @formed_at        = Time.now.utc
  @activation_count = 0
  @last_activated   = nil
end

Instance Attribute Details

#activation_count ⇒ Object (readonly)

Returns the value of attribute activation_count.



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 12

def activation_count
  @activation_count
end

#coherence ⇒ Object

Returns the value of attribute coherence.



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 13

def coherence
  @coherence
end

#formed_at ⇒ Object (readonly)

Returns the value of attribute formed_at.



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 12

def formed_at
  @formed_at
end

#id ⇒ Object (readonly)

Returns the value of attribute id.



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 12

def id
  @id
end

#last_activated ⇒ Object (readonly)

Returns the value of attribute last_activated.



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 12

def last_activated
  @last_activated
end

#member_ids ⇒ Object (readonly)

Returns the value of attribute member_ids.



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 12

def member_ids
  @member_ids
end

Instance Method Details

#activate ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 24

def activate
  @activation_count += 1
  @last_activated = Time.now.utc
end

#consolidate ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 29

def consolidate
  @coherence = [@coherence + CONSOLIDATION_BOOST, MAX_WEIGHT].min
end

#decay ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 33

def decay
  @coherence = [@coherence - WEIGHT_DECAY, 0.0].max
end

#dissolving? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 37

def dissolving?
  @coherence < ASSEMBLY_MIN_WEIGHT
end

#includes?(unit_id) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 45

def includes?(unit_id)
  @member_ids.include?(unit_id)
end

#member_count ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 41

def member_count
  @member_ids.size
end

#state ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 49

def state
  if @last_activated && (Time.now.utc - @last_activated) < CO_ACTIVATION_WINDOW
    :active
  elsif @last_activated && (Time.now.utc - @last_activated) < (CO_ACTIVATION_WINDOW * 3)
    :primed
  elsif dissolving?
    :dissolving
  elsif @coherence >= ASSEMBLY_MIN_WEIGHT
    :dormant
  else
    :forming
  end
end

#to_h ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/hebbian/helpers/assembly.rb', line 63

def to_h
  {
    id:               @id,
    members:          @member_ids.dup,
    member_count:     member_count,
    coherence:        @coherence.round(4),
    state:            state,
    state_label:      ASSEMBLY_STATE_LABELS[state],
    activation_count: @activation_count,
    formed_at:        @formed_at,
    last_activated:   @last_activated
  }
end