Base class for all reinforcement learning trainers. More...
#include <RLTrainer.h>
Inheritance diagram for SmartEngine::IRLTrainer:
Public Member Functions | |
| virtual int | GetGenerationCount () const =0 |
| Returns how many generations we have trained More... | |
| virtual float | GetLoss ()=0 |
| This value will mean different things to different trainers. See each trainer's description for the value returned. More... | |
| virtual void | Reset ()=0 |
| Resets the trainer to a fresh state, initializing any internal weights to random values. More... | |
| virtual void | Step ()=0 |
| Step training. May not actual result in any training if there is not enough data available yet. More... | |
 Public Member Functions inherited from SmartEngine::IObject | |
| virtual ObjectId | GetId () const =0 |
| Returns the ID of this object. More... | |
| virtual void | AddRef () const =0 |
| Increments the internal reference count on this object. It is not common to use this method directly. More... | |
| virtual void | Release () const =0 |
| Decrements the internal reference count on this object. It is not common to use this method directly. More... | |
| virtual int | GetRefCount () const =0 |
| Returns the number of references to this object. More... | |
| virtual void * | QueryInterface (ObjectClassId id)=0 |
| Queries the object for an interface and returns a pointer to that interface if found. More... | |
| void | operator= (IObject const &x)=delete |
| Public Member Functions inherited from SmartEngine::IAgentFactory | |
| virtual ObjectPtr< IAgent > | CreateAgent ()=0 |
| Creates an agent for a particular trainer. More... | |
| Public Member Functions inherited from SmartEngine::IResource | |
| virtual const char * | GetResourceName () const =0 |
| Returns the name of this resource passed to the constructor. More... | |
| virtual SerializationResult | GetLastLoadResult () const =0 |
| Returns the result of the last call to Load(). Useful for checking loaded data state after creation. More... | |
| virtual SerializationResult | Load (const char *appendName=nullptr)=0 |
| Load this object from disk. More... | |
| virtual SerializationResult | Save (const char *appendName=nullptr)=0 |
| Save this object to disk. More... | |
| Public Member Functions inherited from SmartEngine::ISerializable | |
| virtual SerializationResult | Serialize (IMemoryBuffer *buffer)=0 |
| Write the contents of this object to a buffer. More... | |
| virtual SerializationResult | Deserialize (IMemoryBuffer *buffer)=0 |
| Fill this object with contents from a buffer. More... | |
Additional Inherited Members | |
| Public Attributes inherited from SmartEngine::IObject | |
| private | |
| __pad0__: IObject() {} IObject(IObject const&) = delete | |
Detailed Description
Base class for all reinforcement learning trainers.
Member Function Documentation
◆ GetGenerationCount()
|
pure virtual |
Returns how many generations we have trained
◆ GetLoss()
|
pure virtual |
This value will mean different things to different trainers. See each trainer's description for the value returned.
◆ Reset()
|
pure virtual |
Resets the trainer to a fresh state, initializing any internal weights to random values.
◆ Step()
|
pure virtual |
Step training. May not actual result in any training if there is not enough data available yet.
