code: def setUp(self, episodic):
      self.episodic = episodic
      self.tmpdir = tempfile.mkdtemp()
      self.agent_dirname = os.path.join(self.tmpdir, "agent_final")
  
imports: import os
  import tempfile
  import numpy
  import pytest
  import torch
  from torch import nn
  import pfrl
  from pfrl.envs.abc import ABC
  from pfrl.experiments import train_agent_batch_with_evaluation, train_agent_with_evaluation
  from pfrl.experiments.evaluator import batch_run_evaluation_episodes, run_evaluation_episodes
label_desc: Use image node_id 1 for calling the TestTD3 obj's underlying member method code with example usage: obj.setUp(episodic) without return types