rl_algorithm_base.h

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#ifndef RL_ALGORITHM_BASE_H
#define RL_ALGORITHM_BASE_H
 
#include "cuberl/base/cuberl_types.h"
#include "cuberl/rl/episode_info.h"
 
 
#include <boost/noncopyable.hpp>
 
namespace cuberl{
namespace rl::algos
{
 
    template<typename EnvType>
    class RLSolverBase: private boost::noncopyable{
 
    public:
 
        typedef EnvType env_type;
 
        virtual ~RLSolverBase()=default;
 
        virtual void actions_before_training_begins(env_type&) = 0;
 
        virtual void actions_after_training_ends(env_type&) = 0;
 
        virtual void actions_before_episode_begins(env_type&, uint_t /*episode_idx*/){}
 
        virtual void actions_after_episode_ends(env_type&, uint_t /*episode_idx*/, const EpisodeInfo& /*einfo*/){}
 
        virtual EpisodeInfo on_training_episode(env_type&, uint_t /*episode_idx*/) = 0;
 
    protected:
 
        RLSolverBase()=default;
 
    };
 
}
}
 
#endif // RL_ALGORITHM_BASE_H