Decision Module  1.0
ICRA2020 AI Challenge Northwestern Polytechnical University Aoxiang Team Strategy Code
dqn_network.DeepQNetwork Member List

This is the complete list of members for dqn_network.DeepQNetwork, including all inherited members.

__init__(self, list nums_actions, int num_features, learning_rate=0.01, reward_decay=0.9, e_greedy=0.9, replace_target_iter=300, memory_size=500, batch_size=32, e_greedy_increment=None, output_tensorboard=False, load_model_data=False)dqn_network.DeepQNetwork
_batch_sizedqn_network.DeepQNetworkprivate
_build_net(self)dqn_network.DeepQNetworkprivate
_cost11_hisdqn_network.DeepQNetworkprivate
_cost12_hisdqn_network.DeepQNetworkprivate
_cost21_hisdqn_network.DeepQNetworkprivate
_cost22_hisdqn_network.DeepQNetworkprivate
_create_dense(tf.Tensor input_tensor, list net_size, int start_layer_id, str layer_name, dict w_dir, dict b_dir)dqn_network.DeepQNetworkprivatestatic
_epsilondqn_network.DeepQNetworkprivate
_epsilon_incrementdqn_network.DeepQNetworkprivate
_epsilon_maxdqn_network.DeepQNetworkprivate
_gammadqn_network.DeepQNetworkprivate
_learn_step_counterdqn_network.DeepQNetworkprivate
_loss11dqn_network.DeepQNetworkprivate
_loss12dqn_network.DeepQNetworkprivate
_loss21dqn_network.DeepQNetworkprivate
_loss22dqn_network.DeepQNetworkprivate
_lrdqn_network.DeepQNetworkprivate
_memorydqn_network.DeepQNetworkprivate
_memory_counterdqn_network.DeepQNetworkprivate
_memory_sizedqn_network.DeepQNetworkprivate
_mergeddqn_network.DeepQNetworkprivate
_n_actionsdqn_network.DeepQNetworkprivate
_n_featuresdqn_network.DeepQNetworkprivate
_output_tensorboarddqn_network.DeepQNetworkprivate
_q_eval22dqn_network.DeepQNetworkprivate
_q_next22dqn_network.DeepQNetworkprivate
_q_target11dqn_network.DeepQNetworkprivate
_q_target12dqn_network.DeepQNetworkprivate
_q_target21dqn_network.DeepQNetworkprivate
_q_target22dqn_network.DeepQNetworkprivate
_replace_target_iterdqn_network.DeepQNetworkprivate
_replace_target_opdqn_network.DeepQNetworkprivate
_rewarddqn_network.DeepQNetworkprivate
_reward_hitdqn_network.DeepQNetworkprivate
_sdqn_network.DeepQNetworkprivate
_s_dqn_network.DeepQNetworkprivate
_sessdqn_network.DeepQNetworkprivate
_summary_writerdqn_network.DeepQNetworkprivate
_train_op11dqn_network.DeepQNetworkprivate
_train_op12dqn_network.DeepQNetworkprivate
_train_op21dqn_network.DeepQNetworkprivate
_train_op22dqn_network.DeepQNetworkprivate
build_output_net(self, w_initializer, b_initializer, c_names, l11_8, l12_8, l21_8, l22_8, n_l9)dqn_network.DeepQNetwork
build_sub_network(self, w_initializer, b_initializer, c_names, n_l1, n_l2, n_l3, n_l4, n_l5, n_l6, n_l7, n_l8, n_l9)dqn_network.DeepQNetwork
choose_action(self, observation)dqn_network.DeepQNetwork
learn(self)dqn_network.DeepQNetwork
load_network(self, tar_path='/dqnNetModel/')dqn_network.DeepQNetwork
plot_cost_reward(self)dqn_network.DeepQNetwork
save_reward_loss(self, frequency=100)dqn_network.DeepQNetwork
store_network(self, model_name='MyModel', tar_path=os.path.dirname(__file__)+'/dqnNetModel/')dqn_network.DeepQNetwork
store_transition(self, observation, action, reward, observation_new)dqn_network.DeepQNetwork