コード例 #1
0
  public ArrayList<PVAR_INST_DEF> getActions(State s) throws EvalException {

    ArrayList<PVAR_INST_DEF> actions = new ArrayList<PVAR_INST_DEF>();
    ArrayList<PVAR_NAME> action_types = s._hmTypeMap.get("action-fluent");

    boolean passed_constraints = false;
    for (int j = 0; j < s._alActionNames.size(); j++) {

      // Get a random action
      PVAR_NAME p = s._alActionNames.get(j);
      PVARIABLE_DEF pvar_def = s._hmPVariables.get(p);

      // Get term instantations for that action and select *one*
      ArrayList<ArrayList<LCONST>> inst = s.generateAtoms(p);
      int[] index_permutation = Permutation.permute(inst.size(), _random);

      for (int i = 0; i < index_permutation.length; i++) {
        ArrayList<LCONST> terms = inst.get(index_permutation[i]);

        // IMPORTANT: get random assignment that matches action type
        Object value = null;
        if (pvar_def._sRange.equals(RDDL.TYPE_NAME.BOOL_TYPE)) {
          // bool
          value = new Boolean(true);
        } else if (pvar_def._sRange.equals(RDDL.TYPE_NAME.INT_TYPE)) {
          // int
          value = new Integer(_random.nextInt(MAX_INT_VALUE));
        } else if (pvar_def._sRange.equals(RDDL.TYPE_NAME.REAL_TYPE)) {
          // real
          value = new Double(_random.nextDouble() * MAX_REAL_VALUE);
        } else {
          // enum: only other option for a range
          ENUM_TYPE_DEF enum_type_def = (ENUM_TYPE_DEF) s._hmTypes.get(pvar_def._sRange);
          int rand_index = _random.nextInt(enum_type_def._alPossibleValues.size());

          value = enum_type_def._alPossibleValues.get(rand_index);
        }

        // Now set the action
        actions.add(new PVAR_INST_DEF(p._sPVarName, value, terms));
        passed_constraints = true;
        try {
          s.checkStateActionConstraints(actions);
        } catch (EvalException e) {
          // Got an eval exception, constraint violated
          passed_constraints = false;
          // System.out.println(actions + " : " + e);
          // System.out.println(s);
          // System.exit(1);
        } catch (Exception e) {
          // Got a real exception, something is wrong
          System.out.println(
              "\nERROR evaluating constraint on action set: "
                  + actions
                  + /*"\nConstraint: " +*/ e
                  + "\n");
          e.printStackTrace();
          throw new EvalException(e.toString());
        }
        if (!passed_constraints) actions.remove(actions.size() - 1);
        if (actions.size() == NUM_CONCURRENT_ACTIONS) break;
      }
      if (actions.size() == NUM_CONCURRENT_ACTIONS) break;
    }

    // Check if no single action passed constraint
    if (!passed_constraints) {
      // Try empty action
      passed_constraints = true;
      actions.clear();
      try {
        s.checkStateActionConstraints(actions);
      } catch (EvalException e) {
        passed_constraints = false;
        System.out.println(actions + " : " + e);
        throw new EvalException("No actions (even a) satisfied state constraints!");
      }
    }

    // Return the action list
    // System.out.println("**Action: " + actions);
    return actions;
  }
コード例 #2
0
  static String createXMLTurn(
      State state,
      int turn,
      DOMAIN domain,
      HashMap<PVAR_NAME, HashMap<ArrayList<LCONST>, Object>> observStore)
      throws Exception {
    DocumentBuilderFactory dbf = DocumentBuilderFactory.newInstance();
    try {
      DocumentBuilder db = dbf.newDocumentBuilder();
      Document dom = db.newDocument();
      Element rootEle = dom.createElement(TURN);
      dom.appendChild(rootEle);
      Element turnNum = dom.createElement(TURN_NUM);
      Text textTurnNum = dom.createTextNode(turn + "");
      turnNum.appendChild(textTurnNum);
      rootEle.appendChild(turnNum);

      // System.out.println("PO: " + domain._bPartiallyObserved);
      if (!domain._bPartiallyObserved || observStore != null) {
        for (PVAR_NAME pn :
            (domain._bPartiallyObserved ? observStore.keySet() : state._state.keySet())) {
          // System.out.println(turn + " check2 Partial Observ " + pn +" : "+
          // domain._bPartiallyObserved);

          // No problem to overwrite observations, only ever read from
          if (domain._bPartiallyObserved && observStore != null)
            state._observ.put(pn, observStore.get(pn));

          ArrayList<ArrayList<LCONST>> gfluents = state.generateAtoms(pn);
          for (ArrayList<LCONST> gfluent : gfluents) {
            // for ( Map.Entry<ArrayList<LCONST>,Object> gfluent :
            //	(domain._bPartiallyObserved
            //			? observStore.get(pn).entrySet()
            //					: state._state.get(pn).entrySet())) {
            Element ofEle = dom.createElement(OBSERVED_FLUENT);
            rootEle.appendChild(ofEle);
            Element pName = dom.createElement(FLUENT_NAME);
            Text pTextName = dom.createTextNode(pn.toString());
            pName.appendChild(pTextName);
            ofEle.appendChild(pName);
            for (LCONST lc : gfluent) {
              Element pArg = dom.createElement(FLUENT_ARG);
              Text pTextArg = dom.createTextNode(lc.toString());
              pArg.appendChild(pTextArg);
              ofEle.appendChild(pArg);
            }
            Element pValue = dom.createElement(FLUENT_VALUE);
            Object value = state.getPVariableAssign(pn, gfluent);
            if (value == null) {
              System.out.println("STATE:\n" + state);
              throw new Exception("ERROR: Could not retrieve value for " + pn + gfluent.toString());
            }

            Text pTextValue = dom.createTextNode(value.toString());
            pValue.appendChild(pTextValue);
            ofEle.appendChild(pValue);
          }
        }
      } else {
        // No observations (first turn of POMDP)
        Element ofEle = dom.createElement(NULL_OBSERVATIONS);
        rootEle.appendChild(ofEle);
      }
      if (SHOW_XML) {
        printXMLNode(dom);
        System.out.println();
        System.out.flush();
      }
      return (Client.serialize(dom));

    } catch (Exception e) {
      System.out.println("FATAL SERVER EXCEPTION: " + e);
      e.printStackTrace();
      throw e;
      // System.exit(1);
      // return null;
    }
  }