RandomPolicy.hpp

Go to the documentation of this file.

#ifndef AI_TOOLBOX_BANDIT_RANDOM_POLICY_HEADER_FILE
#define AI_TOOLBOX_BANDIT_RANDOM_POLICY_HEADER_FILE
 
#include <AIToolbox/Bandit/Policies/PolicyInterface.hpp>
 
namespace AIToolbox::Bandit {
    class RandomPolicy : public PolicyInterface {
        public:
            RandomPolicy(size_t a);
 
            virtual size_t sampleAction() const override;
 
            virtual double getActionProbability(const size_t & a) const override;
 
            virtual Vector getPolicy() const override;
 
        private:
            // Used to sampled random actions
            mutable std::uniform_int_distribution<size_t> randomDistribution_;
    };
}
 
#endif