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Key dependencies based (Lower versions are not guaranteed to be feasible):

python: 3.9.0

numpy: 1.26.0

gym: 0.26.2

pillow: 10.2.0

torch: 2.4.0+cu124

torchaudio: 2.4.0+cu124

torchvision: 0.19.0+cu124

Explanation of Document

  • agent/buffer/maddpg/networks: Refer to Phil's work -> PhilMADDPG;

  • sim_env: Customized Multi-UAV round-up environment;

  • main: Main loop to train agents;

  • main_evaluate: Only rendering part is retained in main, in order to evaluate models (a set of feasible models is provided in tmp/maddpg/UAV_Round_up;

  • math_tool: some math-relevant functions.


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For multi-target capture, also see Multi-Target Capture

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Multi-UAV target round-up based on MADDPG

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