OpenANN::StateSpace Class Reference

Represents the state space in a reinforcement learning problem. More...

#include <StateSpace.h>

Inheritance diagram for OpenANN::StateSpace:

Public Types
typedef Eigen::VectorXd	State
typedef std::vector< State >	S

Public Member Functions
virtual	~StateSpace ()
virtual int	stateSpaceDimension () const =0
virtual bool	stateSpaceContinuous () const =0
virtual int	stateSpaceElements () const =0
virtual const State &	stateSpaceLowerBound () const =0
virtual const State &	stateSpaceUpperBound () const =0
virtual const S &	getDiscreteStateSpace () const =0

Detailed Description

Represents the state space in a reinforcement learning problem.

The state space contains all possible states of the agent and the environment.

Member Typedef Documentation

typedef std::vector<State> OpenANN::StateSpace::S

typedef Eigen::VectorXd OpenANN::StateSpace::State

Constructor & Destructor Documentation

virtual OpenANN::StateSpace::~StateSpace ( )

inlinevirtual

Member Function Documentation

virtual const S& OpenANN::StateSpace::getDiscreteStateSpace ( ) const

pure virtual

Implemented in DoublePoleBalancing, and SinglePoleBalancing.

virtual bool OpenANN::StateSpace::stateSpaceContinuous ( ) const

pure virtual

Implemented in DoublePoleBalancing, and SinglePoleBalancing.

virtual int OpenANN::StateSpace::stateSpaceDimension ( ) const

pure virtual

Implemented in DoublePoleBalancing, and SinglePoleBalancing.

virtual int OpenANN::StateSpace::stateSpaceElements ( ) const

pure virtual

Implemented in DoublePoleBalancing, and SinglePoleBalancing.

virtual const State& OpenANN::StateSpace::stateSpaceLowerBound ( ) const

pure virtual

Implemented in DoublePoleBalancing, and SinglePoleBalancing.

virtual const State& OpenANN::StateSpace::stateSpaceUpperBound ( ) const

pure virtual

Implemented in DoublePoleBalancing, and SinglePoleBalancing.

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The documentation for this class was generated from the following file:

• OpenANN/rl/StateSpace.h