old_contents: from rl_toolbox import Runner
  from rl_toolbox.agent import PPOAgent
  from rl_toolbox.policy import MLPLSTMPolicy, MLPPolicy
  
  
  def main():
      for policy_fn in (MLPPolicy, MLPLSTMPolicy):
          runner = Runner(
              'LunarLanderContinuous-v2',
              PPOAgent,
              policy_fn,
              record_data=False,
              data_path=None,
              save=True,
              load=False,
              weight_path='./weights/',
              seed=123)
  
          runner.run(num_episode=1000)
          # runner.run({'use_gpu': False}, num_episode=1000)  # For debug.
  
  
  if __name__ == '__main__':
      main()
  
new_contents: from rl_toolbox import Runner
  from rl_toolbox.agent import PPOAgent
  from rl_toolbox.policy import MLPLSTMPolicy, MLPPolicy
  
  
  def main():
      for policy_fn in (MLPPolicy, MLPLSTMPolicy):
          runner = Runner(
              'LunarLanderContinuous-v2',
              PPOAgent,
              policy_fn,
              record_data=False,
              data_path=None,
              save=True,
              load=False,
              weight_path='./weights/')
  
          runner.run(num_episode=1000)
          # runner.run({'use_gpu': False}, num_episode=1000)  # For debug.
  
  
  if __name__ == '__main__':
      main()
  
subject: Use default seed.