MachineIntelligenceCore:ReinforcementLearning
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mic::types Namespace Reference

Classes

struct  SpatialExperience
 Structure storing a spatial experience - a triplet of position in time t, executed action and position in time t+1. More...
 
class  SpatialExperienceMemory
 Class representing the spatial experience memory - used in memory replay. Derived from the Batch class. More...
 

Typedefs

typedef mic::types::Sample
< mic::types::MatrixXi, size_t > 
MazeSample
 The <MatrixXi-size_t> sample type used by Maze Importer. More...
 
typedef mic::types::Batch
< mic::types::MatrixXi, size_t > 
MazeBatch
 The <MatrixXi-size_t> batch type used by Maze Importer. More...
 
typedef std::shared_ptr
< mic::types::SpatialExperience
SpatialExperiencePtr
 Shared pointer to spatial experience object. More...
 
typedef mic::types::Sample
< mic::types::SpatialExperience,
mic::types::MatrixXf > 
SpatialExperienceSample
 Spatial experience replay sample. More...
 
typedef mic::types::Batch
< mic::types::SpatialExperience,
mic::types::MatrixXf > 
SpatialExperienceBatch
 Spatial experience replay batch. More...
 

Typedef Documentation

typedef mic::types::Batch<mic::types::MatrixXi, size_t> mic::types::MazeBatch

The <MatrixXi-size_t> batch type used by Maze Importer.

Author
tkornuta

Definition at line 87 of file MazeMatrixImporter.hpp.

typedef mic::types::Sample<mic::types::MatrixXi, size_t> mic::types::MazeSample

The <MatrixXi-size_t> sample type used by Maze Importer.

Author
tkornuta

Definition at line 81 of file MazeMatrixImporter.hpp.

typedef mic::types::Batch<mic::types::SpatialExperience, mic::types::MatrixXf> mic::types::SpatialExperienceBatch

Spatial experience replay batch.

Author
tkornuta

Definition at line 78 of file SpatialExperienceMemory.hpp.

Shared pointer to spatial experience object.

Author
tkornuta

Definition at line 66 of file SpatialExperienceMemory.hpp.

typedef mic::types::Sample<mic::types::SpatialExperience, mic::types::MatrixXf> mic::types::SpatialExperienceSample

Spatial experience replay sample.

Author
tkornuta

Definition at line 72 of file SpatialExperienceMemory.hpp.