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appending csv's from logger instead of rewriting them

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Itai Caspi
2018-02-12 01:33:43 +02:00
committed by Itai Caspi
parent 569ca39ce6
commit ba96e585d2
6 changed files with 33 additions and 14 deletions
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12
agents/agent.py
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@@ -164,10 +164,11 @@ class Agent(object):
logger.create_signal_value('Episode Length', self.current_episode_steps_counter)
logger.create_signal_value('Total steps', self.total_steps_counter)
logger.create_signal_value("Epsilon", self.exploration_policy.get_control_param())
if phase == RunPhase.TRAIN:
logger.create_signal_value("Training Reward", self.total_reward_in_current_episode)
elif phase == RunPhase.TEST:
logger.create_signal_value('Evaluation Reward', self.total_reward_in_current_episode)
logger.create_signal_value("Training Reward", self.total_reward_in_current_episode
if phase == RunPhase.TRAIN else np.nan)
logger.create_signal_value('Evaluation Reward', self.total_reward_in_current_episode
if phase == RunPhase.TEST else np.nan)
logger.create_signal_value('Update Target Network', 0, overwrite=False)
logger.update_wall_clock_time(self.current_episode)
for signal in self.signals:
@@ -177,7 +178,8 @@ class Agent(object):
logger.create_signal_value("{}/Min".format(signal.name), signal.get_min())
# dump
if self.current_episode % self.tp.visualization.dump_signals_to_csv_every_x_episodes == 0:
if self.current_episode % self.tp.visualization.dump_signals_to_csv_every_x_episodes == 0 \
and self.current_episode > 0:
logger.dump_output_csv()
def reset_game(self, do_not_reset_env=False):