mlpack
reward_set_visitor.hpp
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1 
13 #ifndef MLPACK_METHODS_ANN_VISITOR_REWARD_SET_VISITOR_HPP
14 #define MLPACK_METHODS_ANN_VISITOR_REWARD_SET_VISITOR_HPP
15 
16 #include <mlpack/methods/ann/layer/layer_traits.hpp>
17 
18 #include <boost/variant.hpp>
19 
20 namespace mlpack {
21 namespace ann {
22 
26 class RewardSetVisitor : public boost::static_visitor<void>
27 {
28  public:
30  RewardSetVisitor(const double reward);
31 
33  template<typename LayerType>
34  void operator()(LayerType* layer) const;
35 
36  void operator()(MoreTypes layer) const;
37 
38  private:
40  const double reward;
41 
44  template<typename T>
45  typename std::enable_if<
46  HasRewardCheck<T, double&(T::*)()>::value &&
47  HasModelCheck<T>::value, void>::type
48  LayerReward(T* layer) const;
49 
52  template<typename T>
53  typename std::enable_if<
54  !HasRewardCheck<T, double&(T::*)()>::value &&
55  HasModelCheck<T>::value, void>::type
56  LayerReward(T* layer) const;
57 
60  template<typename T>
61  typename std::enable_if<
62  HasRewardCheck<T, double&(T::*)()>::value &&
63  !HasModelCheck<T>::value, void>::type
64  LayerReward(T* layer) const;
65 
68  template<typename T>
69  typename std::enable_if<
70  !HasRewardCheck<T, double&(T::*)()>::value &&
71  !HasModelCheck<T>::value, void>::type
72  LayerReward(T* layer) const;
73 };
74 
75 } // namespace ann
76 } // namespace mlpack
77 
78 // Include implementation.
79 #include "reward_set_visitor_impl.hpp"
80 
81 #endif
layer_traits.hpp
mlpack
Linear algebra utility functions, generally performed on matrices or vectors.
Definition: add_to_cli11.hpp:21
mlpack::ann::RewardSetVisitor
RewardSetVisitor set the reward parameter given the reward value.
Definition: reward_set_visitor.hpp:26
mlpack::ann::RewardSetVisitor::RewardSetVisitor
RewardSetVisitor(const double reward)
Set the reward parameter given the reward value.
mlpack::ann::RewardSetVisitor::operator()
void operator()(LayerType *layer) const
Set the reward parameter.
mlpack::ann::MoreTypes
boost::variant< FlexibleReLU< arma::mat, arma::mat > *, Linear3D< arma::mat, arma::mat, NoRegularizer > *, LpPooling< arma::mat, arma::mat > *, PixelShuffle< arma::mat, arma::mat > *, ChannelShuffle< arma::mat, arma::mat > *, Glimpse< arma::mat, arma::mat > *, Highway< arma::mat, arma::mat > *, MultiheadAttention< arma::mat, arma::mat, NoRegularizer > *, Recurrent< arma::mat, arma::mat > *, RecurrentAttention< arma::mat, arma::mat > *, ReinforceNormal< arma::mat, arma::mat > *, ReLU6< arma::mat, arma::mat > *, Reparametrization< arma::mat, arma::mat > *, Select< arma::mat, arma::mat > *, SpatialDropout< arma::mat, arma::mat > *, Subview< arma::mat, arma::mat > *, VRClassReward< arma::mat, arma::mat > *, VirtualBatchNorm< arma::mat, arma::mat > *, RBF< arma::mat, arma::mat, GaussianFunction > *, BaseLayer< GaussianFunction, arma::mat, arma::mat > *, PositionalEncoding< arma::mat, arma::mat > *, ISRLU< arma::mat, arma::mat > *, BicubicInterpolation< arma::mat, arma::mat > *, NearestInterpolation< arma::mat, arma::mat > *, GroupNorm< arma::mat, arma::mat > *> MoreTypes
Definition: layer_types.hpp:255