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README.md
README.md
 
 
agent.py
agent.py
 
 
env.py
env.py
 
 
requirements.txt
requirements.txt
 
 
test_agent.py
test_agent.py
 
 
test_env.py
test_env.py
 
 

README.md

LSTM-PPO Agent for AutoScaling Functions

  • agent.py contains the agent training code
  • env.py contains the gymnasium supported integrated Kubernetes/OpenFaaS environment for interaction and feedback loop
  • test_agent.py & test_env.py contains the code for evaluation of the trained agent and its environment
  • requirements.txt contains the project requirements

Note:
To successfully run the agent please update the relevent placeholders marked with $PLACEHOLDER.