DRLRewardReporter.h

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//* This file is part of the MOOSE framework
//* https://mooseframework.inl.gov
//*
//* All rights reserved, see COPYRIGHT for full restrictions
//* https://github.com/idaholab/moose/blob/master/COPYRIGHT
//*
//* Licensed under LGPL 2.1, please see LICENSE for details
//* https://www.gnu.org/licenses/lgpl-2.1.html
 
#ifdef MOOSE_LIBTORCH_ENABLED
 
#pragma once
 
#include "LibtorchDRLControlTrainer.h"
#include "GeneralReporter.h"
#include "SurrogateModelInterface.h"
 
class DRLRewardReporter : public GeneralReporter, public SurrogateModelInterface
{
public:
  static InputParameters validParams();
 
  DRLRewardReporter(const InputParameters & parameters);
 
  virtual void initialize() override {}
 
  virtual void finalize() override {}
 
  virtual void execute() override;
 
protected:
  Real & _average_reward;
 
  Real & _std_reward;
 
  std::vector<Real> & _sample_average_reward;
 
  std::vector<Real> & _sample_std_reward;
 
  LibtorchDRLControlTrainer & _trainer;
};
 
#endif