tmrl package

tmrl.get_environment()

Default TMRL Gymnasium environment for TrackMania 2020.

Returns:

An instance of the default TMRL Gymnasium environment

Return type:

gymnasium.Env

Module list

• tmrl.networking module
  • Buffer
    • Buffer.append_sample()
    • Buffer.clear()
  • RolloutWorker
    • RolloutWorker.act()
    • RolloutWorker.collect_train_episode()
    • RolloutWorker.ignore_actor_weights()
    • RolloutWorker.reset()
    • RolloutWorker.run()
    • RolloutWorker.run_env_benchmark()
    • RolloutWorker.run_episode()
    • RolloutWorker.run_episodes()
    • RolloutWorker.run_synchronous()
    • RolloutWorker.send_and_clear_buffer()
    • RolloutWorker.step()
    • RolloutWorker.update_actor_weights()
  • Server
  • Trainer
    • Trainer.run()
    • Trainer.run_with_wandb()
• tmrl.actor module
  • ActorModule
    • ActorModule.act()
    • ActorModule.load()
    • ActorModule.save()
    • ActorModule.to_device()
  • TorchActorModule
    • TorchActorModule.load()
    • TorchActorModule.save()
    • TorchActorModule.to()
    • TorchActorModule.to_device()
• tmrl.training module
  • TrainingAgent
    • TrainingAgent.get_actor()
    • TrainingAgent.train()
• tmrl.training_offline module
  • TorchTrainingOffline
  • TrainingOffline
• tmrl.memory module
  • Memory
    • Memory.append_buffer()
    • Memory.collate()
    • Memory.get_transition()
  • TorchMemory
    • TorchMemory.collate()
• tmrl.envs module
  • GenericGymEnv