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NeuroEvoMember.h
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1 /*
2  * Copyright © 2012, United States Government, as represented by the
3  * Administrator of the National Aeronautics and Space Administration.
4  * All rights reserved.
5  *
6  * The NASA Tensegrity Robotics Toolkit (NTRT) v1 platform is licensed
7  * under the Apache License, Version 2.0 (the "License");
8  * you may not use this file except in compliance with the License.
9  * You may obtain a copy of the License at
10  * http://www.apache.org/licenses/LICENSE-2.0.
11  *
12  * Unless required by applicable law or agreed to in writing,
13  * software distributed under the License is distributed on an
14  * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,
15  * either express or implied. See the License for the specific language
16  * governing permissions and limitations under the License.
17 */
18 
19 #ifndef NEUROEVOMEMBER_H_
20 #define NEUROEVOMEMBER_H_
21 
30 #include <string>
31 #include <vector>
32 #include <tr1/random>
34 
35 // Forward Declarations
36 class neuralNetwork;
37 
39 {
40 public:
42  ~NeuroEvoMember();
43  void mutate(std::tr1::ranlux64_base_01 *eng);
44 
45  neuralNetwork* getNn(){
46  return nn;
47  }
48 
49  void copyFrom(NeuroEvoMember *otherMember);
50  void copyFrom(NeuroEvoMember *otherMember1, NeuroEvoMember *otherMember2, std::tr1::ranlux64_base_01 *eng);
51  void saveToFile(const char* outputFilename);
52  void loadFromFile(const char* inputFilename);
53 
54  std::vector<double> statelessParameters;
55  //scores for evaluation
56  std::vector<double> pastScores;
57  double maxScore;
58  double maxScore1;
59  double maxScore2;
60  double averageScore;
61 
62 private:
63  neuralNetwork *nn;
64 
65  int numInputs;
66  int numOutputs;
67 };
68 
69 
70 
71 #endif /* NEUROEVOMEMBER_H_ */
A class to read a learning configuration from a .ini file.