ray.rllib.policy.torch\_policy\_v2.TorchPolicyV2
================================================

.. currentmodule:: ray.rllib.policy.torch_policy_v2

.. autoclass:: TorchPolicyV2
   :show-inheritance:

   
   
   .. rubric:: Methods

   .. autosummary::
      :nosignatures:
      :toctree:

   
      ~TorchPolicyV2.__init__
      ~TorchPolicyV2.action_distribution_fn
      ~TorchPolicyV2.action_sampler_fn
      ~TorchPolicyV2.apply
      
      
      
      
      
      ~TorchPolicyV2.compute_single_action
      ~TorchPolicyV2.export_checkpoint
      ~TorchPolicyV2.export_model
      ~TorchPolicyV2.extra_action_out
      ~TorchPolicyV2.extra_compute_grad_fetches
      ~TorchPolicyV2.extra_grad_process
      ~TorchPolicyV2.from_checkpoint
      ~TorchPolicyV2.from_state
      ~TorchPolicyV2.get_batch_divisibility_req
      ~TorchPolicyV2.get_connector_metrics
      ~TorchPolicyV2.get_exploration_state
      ~TorchPolicyV2.get_host
      
      
      ~TorchPolicyV2.get_session
      
      ~TorchPolicyV2.get_tower_stats
      
      ~TorchPolicyV2.import_model_from_h5
      ~TorchPolicyV2.init_view_requirements
      
      
      ~TorchPolicyV2.learn_on_batch_from_replay_buffer
      
      
      ~TorchPolicyV2.loss
      
      ~TorchPolicyV2.make_model
      ~TorchPolicyV2.make_model_and_action_dist
      ~TorchPolicyV2.make_rl_module
      ~TorchPolicyV2.maybe_add_time_dimension
      
      
      ~TorchPolicyV2.on_global_var_update
      ~TorchPolicyV2.optimizer
      ~TorchPolicyV2.postprocess_trajectory
      ~TorchPolicyV2.reset_connectors
      ~TorchPolicyV2.restore_connectors
      
      
      ~TorchPolicyV2.stats_fn