q_learning.h File Reference

#include "cuberl/base/cuberl_types.h"
#include "cuberl/base/cubeai_config.h"
#include "cuberl/rl/episode_info.h"
#include "cuberl/rl/algorithms/td/td_algo_base.h"
#include "cuberl/rl/worlds/envs_concepts.h"
#include "cuberl/rl/policies/max_tabular_policy.h"
#include "cuberl/maths/matrix_utilities.h"
#include "bitrl/utils/io/csv_file_writer.h"
#include "bitrl/bitrl_consts.h"
#include <chrono>

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Classes
struct	cuberl::rl::algos::td::QLearningConfig
	The QLearningConfig struct. More...
class	cuberl::rl::algos::td::QLearningSolver< EnvTp, PolicyType >
	The QLearning class. Table based implementation of the Q-learning algorithm using epsilon-greedy policy. The implementation also allows for exponential decay of the used epsilon. More...

Namespaces
namespace	cuberl
	Various utilities used when working with RL problems.
namespace	cuberl::rl
namespace	cuberl::rl::algos
namespace	cuberl::rl::algos::td