def copy_batch(self):
"""
Make a copy of the current batch
:return: the copied batch
"""
b2 = Batch()
for i in range(self.size):
ep = Episode()
sep = self.episodes[i]
for j in range(self.episodes[i].len):
ep.add(sep.state_pool[j], sep.action_pool[j], sep.reward_pool[j],
sep.done_pool[j], sep.next_state_pool[j])
b2.add_episode(ep)
return b2
def _update_episodes(self):
for entry in self._rss.entries:
Episode.add(entry, self)
