mic::application Namespace Reference

Classes
class	EpisodicHistogramFilterMazeLocalization
	Application for episodic testing of convergence of histogram filter based maze-of-digits localization. More...
class	GridworldDeepQLearning
	Class responsible for solving the gridworld problem with Q-learning and (not that) deep neural networks. More...
class	GridworldDRLExperienceReplay
	Class responsible for solving the gridworld problem with Q-learning, neural network used for approximation of the rewards and experience replay using for (batch) training of the neural network. More...
class	GridworldDRLExperienceReplayPOMDP
	Class responsible for solving the gridworld problem with Q-learning, neural network used for approximation of the rewards and experience replay using for (batch) training of the neural network. In this case there is an assumption that the agent observes only part of the environment (POMPD). More...
class	GridworldQLearning
	Class responsible for solving the gridworld problem with Q-learning. More...
class	GridworldValueIteration
	Class responsible for solving the gridworld problem by applying the reinforcement learning value iteration method. More...
class	HistogramFilterMazeLocalization
	Class implementing a histogram filter based solution of the maze-of-digits problem. More...
class	MazeOfDigitsDLRERPOMPD
	Application of Partially Observable Deep Q-learning with Experience Reply to the maze of digits problem. There is an assumption that the agent observes only part of the environment (POMPD). More...
class	MNISTDigitDLRERPOMDP
	Application of Partially Observable Deep Q-learning with Experience Reply to the MNIST digits problem. There is an assumption that the agent observes only part of the environment - a patch of the whole image (POMPD). More...
class	TestApp
	Class implementing a n-Armed Bandits problem solving the n armed bandits problem using simple Q-learning rule. More...
class	nArmedBanditsSofmax
	Class implementing a n-Armed Bandits problem solving the n armed bandits problem using Softmax Action Selection. More...
class	nArmedBanditsUnlimitedHistory
	Class implementing a n-Armed Bandits problem solving the n armed bandits problem based on unlimited history action selection (storing all action-value pairs). More...

Functions
void	RegisterApplication (void)
	Registers application. More...

Function Documentation

void mic::application::RegisterApplication

(

void

)

Registers application.

Registers the application.

Author

tkornuta

Definition at line 32 of file EpisodicHistogramFilterMazeLocalization.cpp.

Referenced by main().