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cloud-workflow-scheduling-base-on-deep-reinforcement-learning's Introduction

𝐇𝐢 𝐭𝐡𝐞𝐫𝐞 👋

I’m a post-graduate student at Automation School, Beijing Institute of Technology. Before that, I received B.Eng. degree from the College of Information Science and Technology, Beijing University of Chemical Technology (BUCT). As a member of the X-NS Group, I’m supervised by A.P. Yufeng Zhan. My research interests include Video Analytics System and Vision Transformer.

I am seeking a PhD opportunity (2025 Fall) in Beijing in the fields of Computer Vision or Computer Networks or System or Multimedia or something just like that. I aim to contribute innovative research and advancements in these dynamic areas.

Tech Stacks

Docker Kubernetes

Pytorch Opencv

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cloud-workflow-scheduling-base-on-deep-reinforcement-learning's Issues

代码运行问题

你好，在注册环境之后，发现clusterEnv.py等环境文件均有from . import utils，但是我查看了上级文件夹，似乎并没有这个utils类

怎么操作啊

您好，我是刚刚研究这个方向的，真的还不太明白，请问将 Env/___.py 文件注册在gym的环境中;这个是什么意思啊，该怎么操作呢？
修改环境代码适应生成数据集的路径；这部分是要修改哪里啊，求求了

env定义问题

我在运行PPOagent的时候显示这个错误，去找clusterEnv文件发现好像没有定义action_space和observation_space。这个可能是错误来源，想请问怎么跑起来呢

报错信息如下

training environment name : clusterEnv-v0
train datasheet lib.
Traceback (most recent call last):
File "D:/pythonproject/workflow_DRL/PPOagent.py", line 40, in
env = gym.make(env_name).unwrapped
File "D:\software\annaconda3\annoconda3\envs\torch\lib\site-packages\gym\envs\registration.py", line 685, in make
env = PassiveEnvChecker(env)
File "D:\software\annaconda3\annoconda3\envs\torch\lib\site-packages\gym\wrappers\env_checker.py", line 20, in init
assert hasattr(
AssertionError: The environment must specify an action space. https://www.gymlibrary.ml/content/environment_creation/
load completed.

Utils

您好，运行代码时一直提示没有utils.gcn_embedding后面的函数没有写进utils，不知道是不是我理解错了

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