EHadoux/aptimizer

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lib/aptimizer/objects/agent.rb

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module Aptimizer
  class Agent
    attr_reader :initial_state, :action_names, :goals
    attr_accessor :arguments, :actions
    alias :rules :actions
    # Constructs the agent to optimize.
    #
    # @param arguments [Array<String>] The list of arguments
    # @param rules [Array<Rule>] The list of rules
    # @param initial_state [Array<Predicate>] The initial state of the problem
    # @param goals [Array<String>] The array of arguments to reach or avoid
    # @param action_names [Array<String>] A list of names to replace rule number (default "a0".."a#{num_of_actions}")
    #
    # @raise [Error] If the length of the list of names is different from the number of actions
    def initialize(arguments, rules, initial_state, goals=[[],[]], action_names=nil)
      @arguments     = arguments
      @actions       = []
      @initial_state = Hash.new(false)
      @goals         = goals_to_predicates(goals)
      extract_actions(rules)
      @action_names  = action_names || (0..@actions.size-1).map {|i| "a#{i}"}
      raise "Number of actions and names are different." unless @actions.size == @action_names.size
      filter_initial_state(initial_state)
    end

    def rules=(rules)
      @actions = rules
    end

    private

    # Extracts actions from rules as there cannot be more than one alternative for the agent to optimize.
    #
    # @param rules [Array<Rule>] The rules to extract the actions from
    def extract_actions(rules)
      rules.each do |r|
        r.alternatives.each do |a|
          a.probability = 1.0
          @actions << Rule.new(r.premises, [a])
        end
      end
    end

    # Filters initial state predicates as only private ones are relevant for the agent to optimize.
    #
    # @param initial_state [Array<Predicate>] The initial state of the problem
    def filter_initial_state(initial_state)
      initial_state.select {|p| p.type == :priv}.each do |p|
        raise "Predicate on unknown argument: #{p}" unless @arguments.include?(p.argument1)
        @initial_state[p.argument1] = true
      end
    end

    def goals_to_predicates(goals)
      goal_set = Set.new
      goals[0].each do |a|
        goal_set.add(Predicate.new(:pub, a))
      end
      goals[1].each do |a|
        p = Predicate.new(:pub, a, positive:false)
        raise "Cannot add opposite goals: #{p}" if goal_set.include?(p.negate)
        goal_set.add(p)
      end
      return goal_set
    end
  end
end