AIToolbox::Factored::Bandit::RandomPolicy Class Reference
This class represents a random policy. More...
#include <AIToolbox/Factored/Bandit/Policies/RandomPolicy.hpp>
Inheritance diagram for AIToolbox::Factored::Bandit::RandomPolicy:
Public Member Functions | |
| RandomPolicy (Action a) | |
| Basic constructor. More... | |
| virtual Action | sampleAction () const override |
| This function chooses a random action for state s, following the policy distribution. More... | |
| const Action & | sampleActionNoAlloc () const |
| This function chooses a random action for state s, following the policy distribution. More... | |
| virtual double | getActionProbability (const Action &a) const override |
| This function returns the probability of taking the specified action in the specified state. More... | |
 Public Member Functions inherited from AIToolbox::PolicyInterface< void, void, Action > | |
| PolicyInterface (Action a) | |
| Basic constructor. More... | |
| virtual | ~PolicyInterface () |
| Basic virtual destructor. More... | |
| virtual double | getActionProbability (const Action &a) const =0 |
| This function returns the probability of taking the specified action. More... | |
| const Action & | getA () const |
| This function returns the number of available actions to the agent. More... | |
Additional Inherited Members | |
| Public Types inherited from AIToolbox::Factored::Bandit::PolicyInterface | |
| using | Base = AIToolbox::PolicyInterface< void, void, Action > |
| Protected Attributes inherited from AIToolbox::PolicyInterface< void, void, Action > | |
| Action | A |
| RandomEngine | rand_ |
Detailed Description
This class represents a random policy.
This class simply returns a random action every time it is polled.
Constructor & Destructor Documentation
◆ RandomPolicy()
| AIToolbox::Factored::Bandit::RandomPolicy::RandomPolicy | ( | Action | a | ) |
Basic constructor.
- Parameters
-
a The number of actions available to the agent.
Member Function Documentation
◆ getActionProbability()
|
overridevirtual |
This function returns the probability of taking the specified action in the specified state.
- Parameters
-
a The selected action.
- Returns
- The probability of taking the selected action in the specified state.
◆ sampleAction()
|
overridevirtual |
This function chooses a random action for state s, following the policy distribution.
- Returns
- The chosen action.
Implements AIToolbox::PolicyInterface< void, void, Action >.
◆ sampleActionNoAlloc()
| const Action& AIToolbox::Factored::Bandit::RandomPolicy::sampleActionNoAlloc | ( | ) | const |
This function chooses a random action for state s, following the policy distribution.
This function does not allocate memory each call.
- Returns
- The chosen action.
The documentation for this class was generated from the following file:
- include/AIToolbox/Factored/Bandit/Policies/RandomPolicy.hpp