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36 行
1.4 KiB
36 行
1.4 KiB
import logging
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from typing import Optional
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from mlagents_envs.communicator_objects.unity_output_pb2 import UnityOutputProto
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from mlagents_envs.communicator_objects.unity_input_pb2 import UnityInputProto
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logger = logging.getLogger("mlagents_envs")
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class Communicator(object):
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def __init__(self, worker_id=0, base_port=5005):
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"""
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Python side of the communication. Must be used in pair with the right Unity Communicator equivalent.
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:int base_port: Baseline port number to connect to Unity environment over. worker_id increments over this.
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:int worker_id: Number to add to communication port (5005) [0]. Used for asynchronous agent scenarios.
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"""
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def initialize(self, inputs: UnityInputProto) -> UnityOutputProto:
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"""
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Used to exchange initialization parameters between Python and the Environment
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:param inputs: The initialization input that will be sent to the environment.
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:return: UnityOutput: The initialization output sent by Unity
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"""
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def exchange(self, inputs: UnityInputProto) -> Optional[UnityOutputProto]:
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"""
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Used to send an input and receive an output from the Environment
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:param inputs: The UnityInput that needs to be sent the Environment
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:return: The UnityOutputs generated by the Environment
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"""
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def close(self):
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"""
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Sends a shutdown signal to the unity environment, and closes the connection.
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"""
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