Module: Legion::Extensions::Agentic::Learning::MetaLearning::Helpers::Constants

Included in:

LearningDomain, MetaLearningEngine, Strategy

Defined in:

lib/legion/extensions/agentic/learning/meta_learning/helpers/constants.rb

Constant Summary

MAX_DOMAINS =

100

MAX_STRATEGIES =

50

MAX_EPISODES =

1000

DEFAULT_LEARNING_RATE =

0.1

RATE_BOOST =

0.02

RATE_DECAY =

0.01

TRANSFER_BONUS =

0.05

PROFICIENCY_LABELS =

{
  (0.8..)     => :expert,
  (0.6...0.8) => :proficient,
  (0.4...0.6) => :intermediate,
  (0.2...0.4) => :novice,
  (..0.2)     => :beginner
}.freeze

EFFICIENCY_LABELS =

{
  (0.8..)     => :highly_efficient,
  (0.6...0.8) => :efficient,
  (0.4...0.6) => :moderate,
  (0.2...0.4) => :slow,
  (..0.2)     => :struggling
}.freeze

STRATEGY_TYPES =

%i[
  repetition elaboration analogy decomposition
  pattern_matching trial_and_error observation
  interleaving spaced_practice retrieval_practice
].freeze