Class: Legion::Extensions::Agentic::Learning::MetaLearning::Helpers::Strategy

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

Constant Summary

Constants included from Constants

Constants::DEFAULT_LEARNING_RATE, Constants::EFFICIENCY_LABELS, Constants::MAX_DOMAINS, Constants::MAX_EPISODES, Constants::MAX_STRATEGIES, Constants::PROFICIENCY_LABELS, Constants::RATE_BOOST, Constants::RATE_DECAY, Constants::STRATEGY_TYPES, Constants::TRANSFER_BONUS

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(name:, strategy_type:) ⇒ Strategy

Returns a new instance of Strategy.



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 17

def initialize(name:, strategy_type:)
  @id             = SecureRandom.uuid
  @name           = name
  @strategy_type  = strategy_type
  @usage_count    = 0
  @success_count  = 0
  @domains_used   = []
  @created_at     = Time.now.utc
end

Instance Attribute Details

#created_at ⇒ Object (readonly)

Returns the value of attribute created_at.



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 14

def created_at
  @created_at
end

#domains_used ⇒ Object (readonly)

Returns the value of attribute domains_used.



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 14

def domains_used
  @domains_used
end

#id ⇒ Object (readonly)

Returns the value of attribute id.



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 14

def id
  @id
end

#name ⇒ Object (readonly)

Returns the value of attribute name.



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 14

def name
  @name
end

#strategy_type ⇒ Object (readonly)

Returns the value of attribute strategy_type.



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 14

def strategy_type
  @strategy_type
end

#success_count ⇒ Object (readonly)

Returns the value of attribute success_count.



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 14

def success_count
  @success_count
end

#usage_count ⇒ Object (readonly)

Returns the value of attribute usage_count.



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 14

def usage_count
  @usage_count
end

Instance Method Details

#success_rate ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 33

def success_rate
  return 0.0 if @usage_count.zero?

  (@success_count.to_f / @usage_count).round(10)
end

#to_h ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 43

def to_h
  {
    id:            @id,
    name:          @name,
    strategy_type: @strategy_type,
    usage_count:   @usage_count,
    success_count: @success_count,
    success_rate:  success_rate,
    versatility:   versatility,
    domains_used:  @domains_used,
    created_at:    @created_at
  }
end

#use!(success:, domain_name: nil) ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 27

def use!(success:, domain_name: nil)
  @usage_count += 1
  @success_count += 1 if success
  @domains_used << domain_name if domain_name && !@domains_used.include?(domain_name)
end

#versatility ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/meta_learning/helpers/strategy.rb', line 39

def versatility
  @domains_used.uniq.size
end