Class: Legion::Extensions::Agentic::Attention::Focus::Helpers::Habituation

Inherits:
Object
  • Object
show all
Defined in:
lib/legion/extensions/agentic/attention/focus/helpers/habituation.rb

Instance Method Summary collapse

Constructor Details

#initialize ⇒ Habituation

Returns a new instance of Habituation.



10
11
12
13
 
# File 'lib/legion/extensions/agentic/attention/focus/helpers/habituation.rb', line 10

def initialize
  @domain_exposure = Hash.new(0.0)
  @domain_last_seen = {}
end

Instance Method Details

#apply_novelty_reset(domain, novelty: 0.5) ⇒ Object 



29
30
31
32
33
34
35
 
# File 'lib/legion/extensions/agentic/attention/focus/helpers/habituation.rb', line 29

def apply_novelty_reset(domain, novelty: 0.5)
  domain = domain.to_sym
  return unless novelty > 0.5

  reduction = (novelty - 0.5) * Constants::NOVELTY_RESET_FACTOR
  @domain_exposure[domain] = [@domain_exposure[domain] - reduction, 0.0].max
end

#decay_all ⇒ Object 



37
38
39
40
41
42
43
44
45
46
 
# File 'lib/legion/extensions/agentic/attention/focus/helpers/habituation.rb', line 37

def decay_all
  @domain_exposure.each_key do |domain|
    @domain_exposure[domain] = [
      @domain_exposure[domain] - Constants::HABITUATION_DECAY,
      0.0
    ].max
  end

  @domain_exposure.delete_if { |_, v| v <= 0.0 }
end

#habituated_domains(threshold: 0.5) ⇒ Object 



52
53
54
 
# File 'lib/legion/extensions/agentic/attention/focus/helpers/habituation.rb', line 52

def habituated_domains(threshold: 0.5)
  @domain_exposure.select { |_, v| v >= threshold }.keys
end

#level(domain) ⇒ Object 



24
25
26
27
 
# File 'lib/legion/extensions/agentic/attention/focus/helpers/habituation.rb', line 24

def level(domain)
  domain = domain.to_sym
  @domain_exposure[domain]
end

#record(domain) ⇒ Object 



15
16
17
18
19
20
21
22
 
# File 'lib/legion/extensions/agentic/attention/focus/helpers/habituation.rb', line 15

def record(domain)
  domain = domain.to_sym
  @domain_exposure[domain] = [
    @domain_exposure[domain] + Constants::HABITUATION_RATE,
    Constants::HABITUATION_CEILING
  ].min
  @domain_last_seen[domain] = Time.now.utc
end

#stats ⇒ Object 



48
49
50
 
# File 'lib/legion/extensions/agentic/attention/focus/helpers/habituation.rb', line 48

def stats
  @domain_exposure.transform_values { |v| v.round(3) }
end