Class: Legion::Extensions::Agentic::Attention::Arousal::Helpers::ArousalModel

Inherits:
Object
  • Object
show all
Includes:
Constants
Defined in:
lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb

Constant Summary

Constants included from Constants

Constants::AROUSAL_ALPHA, Constants::AROUSAL_CEILING, Constants::AROUSAL_FLOOR, Constants::AROUSAL_LABELS, Constants::BOOST_FACTOR, Constants::CALM_FACTOR, Constants::DECAY_RATE, Constants::DEFAULT_AROUSAL, Constants::MAX_AROUSAL_HISTORY, Constants::OPTIMAL_AROUSAL_COMPLEX, Constants::OPTIMAL_AROUSAL_DEFAULT, Constants::OPTIMAL_AROUSAL_SIMPLE, Constants::PERFORMANCE_SENSITIVITY, Constants::TASK_COMPLEXITIES

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize ⇒ ArousalModel

Returns a new instance of ArousalModel.



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 14

def initialize
  @arousal = DEFAULT_AROUSAL
  @arousal_history = []
  @performance_last = 0.0
end

Instance Attribute Details

#arousal ⇒ Object (readonly)

Returns the value of attribute arousal.



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 12

def arousal
  @arousal
end

#arousal_history ⇒ Object (readonly)

Returns the value of attribute arousal_history.



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 12

def arousal_history
  @arousal_history
end

#performance_last ⇒ Object (readonly)

Returns the value of attribute performance_last.



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 12

def performance_last
  @performance_last
end

Instance Method Details

#arousal_label ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 45

def arousal_label
  AROUSAL_LABELS.each do |range, label|
    return label if range.cover?(@arousal)
  end
  :dormant
end

#calm(amount:) ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 26

def calm(amount:)
  reduction = amount || CALM_FACTOR
  raw = @arousal - reduction.to_f.clamp(0.0, 1.0)
  update_arousal(raw, source: :calm)
end

#decay ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 32

def decay
  delta = (@arousal - DEFAULT_AROUSAL) * DECAY_RATE
  raw = @arousal - delta
  update_arousal(raw, source: :decay)
end

#optimal_for(complexity) ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 52

def optimal_for(complexity)
  TASK_COMPLEXITIES.fetch(complexity, OPTIMAL_AROUSAL_DEFAULT)
end

#performance(task_complexity: :moderate) ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 38

def performance(task_complexity: :moderate)
  optimal = optimal_for(task_complexity)
  diff = @arousal - optimal
  @performance_last = Math.exp(-PERFORMANCE_SENSITIVITY * (diff**2))
  @performance_last
end

#stimulate(amount:, source: :unknown) ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 20

def stimulate(amount:, source: :unknown)
  boost = amount || BOOST_FACTOR
  raw = @arousal + boost.to_f.clamp(0.0, 1.0)
  update_arousal(raw, source: source)
end

#to_h ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/arousal/helpers/arousal_model.rb', line 56

def to_h
  {
    arousal:          @arousal,
    label:            arousal_label,
    performance_last: @performance_last,
    history_size:     @arousal_history.size
  }
end