exampleframeselectordataset.h

强化学习算法（R-Learning）难得的珍贵资料

// Copyright (C) 2003 Johnny Mariethoz ([e-mail])
//                
// This file is part of Torch 3.
//
// All rights reserved.
// 
// Redistribution and use in source and binary forms, with or without
// modification, are permitted provided that the following conditions
// are met:
// 1. Redistributions of source code must retain the above copyright
//    notice, this list of conditions and the following disclaimer.
// 2. Redistributions in binary form must reproduce the above copyright
//    notice, this list of conditions and the following disclaimer in the
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// 3. The name of the author may not be used to endorse or promote products
//    derived from this software without specific prior written permission.
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#ifndef EXAMPLE_FRAME_SELECTOR_DATA_SET_INC
#define EXAMPLE_FRAME_SELECTOR_DATA_SET_INC

#include "DataSet.h"

namespace Torch {

struct InternalAMoi{
	int data_index;
	int start_inputs_frame;
	int start_targets_frame;
	int n_selected_inputs_frames;
	int n_selected_targets_frames;
};


/**
	This dataset is empty at the begining. Each subsequence of the original dataset
	can be added/remove by the methods:
	\begin{itemize}
	\item addExample
	\item removeExample
	\end{itemize}
	@see FrameSelectorDataSet
	@author Johnny Mariethoz ([e-mail])
	*/

class ExampleFrameSelectorDataSet : public DataSet
{
  private:
    int n_pushed_examples;
    int n_max_pushed_examples;
		InternalAMoi* internal;
		int n_max_internal;
		int selected_example_size;

  public:
    DataSet *data;
    int *n_selected_input_frames;
    int *n_selected_target_frames;
    int **input_frames_indices;
    int **target_frames_indices;

    ///
    ExampleFrameSelectorDataSet(DataSet *data_);

		void addExample(int t, int inputs_start_indices_, int n_inputs_frames_, 
		 												int targets_start_indices_, int n_targets_frames_);

		void removeExample(int t);
		virtual void getNumberOfFrames(int t_, int *n_input_frames_, int *n_target_frames_);
    virtual void setRealExample(int t, bool set_inputs, bool set_targets);
    virtual void pushExample();
    virtual void popExample();

virtual void preProcess(PreProcessing *pre_processing);
    //-----

    virtual ~ExampleFrameSelectorDataSet();
};

}

#endif