barreyo / gym-threat

OpenAI environment for Threat Defense research

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gym-threat

The Michigan environment is the environment defined as the toy example in Optimal Defense Policies for Partially Observable Spreading Processes on Bayesian Attack Graphs by Miehling, E., Rasouli, M., & Teneketzis, D. (2015). It constitutes a 29-state/observation, 4-action POMDP defense problem.

Dependencies

  • OpenAI Gym

Template

How to create new environments for Gym

Inspiration

banana-gym

gym-soccer

gym-pomdp

Installation

cd gym-michigan
pip install -e .

Authors

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OpenAI environment for Threat Defense research


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Language:Python 100.0%