MachineIntelligenceCore:ReinforcementLearning
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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 mic::types::Batch<mic::types::MatrixXi, size_t> mic::types::MazeBatch |
The <MatrixXi-size_t> batch type used by Maze Importer.
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.
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.
Definition at line 78 of file SpatialExperienceMemory.hpp.
typedef std::shared_ptr< mic::types::SpatialExperience> mic::types::SpatialExperiencePtr |
Shared pointer to spatial experience object.
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.
Definition at line 72 of file SpatialExperienceMemory.hpp.