Exemple #1
0
 /**
  * Generates new simulated observations and adds them to the dialogue state. The method returns
  * true when a new user input has been generated, and false otherwise.
  *
  * @return whether a user input has been generated @
  */
 private boolean addNewObservations() {
   List<String> newObsVars = new ArrayList<String>();
   for (String var : simulatorState.getChanceNodeIds()) {
     if (var.contains("^o'")) {
       newObsVars.add(var);
     }
   }
   if (!newObsVars.isEmpty()) {
     MultivariateDistribution newObs = simulatorState.queryProb(newObsVars);
     for (String newObsVar : newObsVars) {
       newObs.modifyVariableId(newObsVar, newObsVar.replace("^o'", ""));
     }
     while (system.isPaused()) {
       try {
         Thread.sleep(50);
       } catch (InterruptedException e) {
       }
     }
     if (!newObs.getValues().isEmpty()) {
       if (newObs.getVariables().contains(system.getSettings().userInput)) {
         log.fine("Simulator output: " + newObs + "\n --------------");
         system.addContent(newObs);
         return true;
       } else {
         log.fine("Contextual variables: " + newObs);
         system.addContent(newObs);
       }
     }
   }
   return false;
 }
  /**
   * public void testTemplateOr() { Template t1 = new Template("var({X})"); Template t2 = new
   * Template("var3"); Template t3 = new Template("bli"); Template or = new
   * Template(Arrays.asList(t1, t2, t3)); assertTrue(or.match("var3").isMatching());
   * assertTrue(or.match("var(blo)").isMatching()); assertTrue(or.match("bli").isMatching());
   * assertFalse(or.match("var3bli").isMatching()); assertFalse(or.match("var").isMatching()); }
   */
  @Test
  public void testTemplateQuick() {
    Domain domain = XMLDomainReader.extractDomain("test/domains/quicktest.xml");
    DialogueSystem system = new DialogueSystem(domain);
    system.getSettings().showGUI = false;

    system.startSystem();
    assertEquals(system.getContent("caught").getProb(false), 1.0, 0.01);
    assertEquals(system.getContent("caught2").getProb(true), 1.0, 0.01);
  }
Exemple #3
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 /** Adds an empty action to the dialogue system to start the interaction. */
 @Override
 public void start() {
   Assignment emptyAction = new Assignment(system.getSettings().systemOutput, ValueFactory.none());
   if (system.isPaused()) {
     system.getState().addToState(emptyAction);
   } else {
     system.addContent(emptyAction);
   }
   system.attachModule(RewardLearner.class);
 }
Exemple #4
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  private void performTurn() {
    DialogueState systemState = system.getState();
    final String outputVar = system.getSettings().systemOutput;
    try {

      Value systemAction = ValueFactory.none();
      if (systemState.hasChanceNode(outputVar)) {
        systemAction = systemState.queryProb(outputVar).getBest();
      }

      log.fine("Simulator input: " + systemAction);
      boolean turnPerformed = performTurn(systemAction);
      int repeat = 0;
      while (!turnPerformed && repeat < 5 && system.getModules().contains(this)) {
        turnPerformed = performTurn(systemAction);
        repeat++;
      }
    } catch (RuntimeException e) {
      log.fine("cannot update simulator: " + e);
    }
  }
Exemple #5
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  /**
   * Performs the dialogue turn in the simulator.
   *
   * @param systemAction the last system action. @
   */
  private synchronized boolean performTurn(Value systemAction) {

    boolean turnPerformed = false;
    simulatorState.setParameters(domain.getParameters());
    Assignment systemAssign = new Assignment(system.getSettings().systemOutput, systemAction);
    simulatorState.addToState(systemAssign);

    while (!simulatorState.getNewVariables().isEmpty()) {
      Set<String> toProcess = simulatorState.getNewVariables();
      simulatorState.reduce();

      for (Model model : domain.getModels()) {
        if (model.isTriggered(simulatorState, toProcess)) {
          boolean change = model.trigger(simulatorState);
          if (change && model.isBlocking()) {
            break;
          }
        }
      }

      if (!simulatorState.getUtilityNodeIds().isEmpty()) {
        double reward = simulatorState.queryUtil();
        String comment = "Reward: " + StringUtils.getShortForm(reward);
        system.displayComment(comment);
        system
            .getState()
            .addEvidence(new Assignment("R(" + systemAssign.addPrimes() + ")", reward));
        simulatorState.removeNodes(simulatorState.getUtilityNodeIds());
      }

      if (addNewObservations()) {
        turnPerformed = true;
      }

      simulatorState.addEvidence(simulatorState.getSample());
    }
    return turnPerformed;
  }
Exemple #6
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 /**
  * Triggers the simulator by updating the simulator state and generating new observations and user
  * inputs.
  *
  * @param systemState the dialogue state of the main dialogue system
  * @param updatedVars the updated variables in the dialogue system
  */
 @Override
 public void trigger(final DialogueState systemState, Collection<String> updatedVars) {
   if (updatedVars.contains(system.getSettings().systemOutput)) {
     (new Thread(() -> performTurn())).start();
   }
 }
Exemple #7
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  // @Test
  public void parsingTest() throws InterruptedException {
    DialogueSystem system = new DialogueSystem(XMLDomainReader.extractDomain(DOMAIN_FILE));
    system.getSettings().showGUI = false;
    system.getSettings().params.setProperty("taggingmodel", TAGGING_MODEL);
    system.getSettings().params.setProperty("parsingmodel", PARSING_MODEL);
    system.attachModule(MaltParser.class);
    system.startSystem();
    system.addUserInput("move to the left");
    assertTrue(system.getState().hasChanceNode("parse(u_u)"));
    assertTrue(system.getState().hasChanceNode("a_u"));
    assertEquals(system.getContent("a_u").toDiscrete().getBest().toString(), "Move(left)");
    system.addUserInput("what do you see now?");
    assertTrue(system.getState().hasChanceNode("parse(u_u)"));
    assertEquals(system.getContent("a_u").toDiscrete().getBest().toString(), "Move(left)");
    Map<String, Double> table = new HashMap<String, Double>();
    table.put("move a little bit to the left", 0.7);
    table.put("move a bit to the left", 0.1);
    system.addUserInput(table);
    assertTrue(system.getState().hasChanceNode("parse(u_u)"));
    assertTrue(system.getState().hasChanceNode("a_u"));
    assertEquals(system.getContent("a_u").toDiscrete().getProb("Move(left)"), 0.8, 0.01);

    table = new HashMap<String, Double>();
    table.put("now move a bit to the right please", 0.6);
    system.addUserInput(table);
    assertTrue(system.getState().hasChanceNode("parse(u_u)"));
    assertTrue(system.getState().hasChanceNode("a_u"));
    assertEquals(system.getContent("a_u").toDiscrete().getProb("Move(right)"), 0.6, 0.01);
    ParseValue pv =
        (ParseValue)
            system
                .getContent("parse(u_u)")
                .getValues()
                .stream()
                .filter(v -> v instanceof ParseValue)
                .findFirst()
                .get();
    assertTrue(pv.contains(ValueFactory.create("TO DT JJ")));
    assertFalse(pv.contains(ValueFactory.create("DT TT JJ")));
    assertTrue(pv.contains(ValueFactory.create("(*,the,*,det,7)")));
    assertTrue(pv.contains(ValueFactory.create("(7,*,JJ,*,*)")));
    assertTrue(pv.contains(ValueFactory.create("(*,*,DT,det,7)")));
    assertTrue(pv.contains(ValueFactory.create("(7,right,*,*,*)")));
    assertFalse(pv.contains(ValueFactory.create("(7,left,*,*,*)")));
    assertTrue(pv.contains(ValueFactory.create("TO the JJ")));
    assertTrue(pv.contains(ValueFactory.create("to the JJ")));
    assertTrue(pv.contains(ValueFactory.create("TO DT right")));
    assertFalse(pv.contains(ValueFactory.create("TO DT left")));
    assertTrue(pv.contains(ValueFactory.create("to/TO the/DT right/JJ")));
    assertFalse(pv.contains(ValueFactory.create("to/JJ the/DT right/JJ")));
    assertTrue(pv.contains(ValueFactory.create("(*,the,DT,det,7)")));
    assertTrue(pv.contains(ValueFactory.create("(7,right,JJ,*,*)")));
    assertTrue(pv.contains(ValueFactory.create("JJ")));
    assertFalse(pv.contains(ValueFactory.create("RBR")));
    table = new HashMap<String, Double>();
    table.put("this is a gnome", 0.6);
    system.addUserInput(table);
    pv =
        (ParseValue)
            system
                .getContent("parse(u_u)")
                .getValues()
                .stream()
                .filter(v -> v instanceof ParseValue)
                .findFirst()
                .get();
    assertTrue(pv.contains(ValueFactory.create("DT VBZ DT NN")));
    assertEquals("Test successful", system.getContent("i_u").getBest().toString());
  }