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ltl

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This study integrates temporal logic into MARL, addressing non-Markovian tasks and state-space challenges. It synthesizes strategies using parity games, encoding them into reward machines for decentralized coordination. Results show reduced state-space and improved performance over centralized methods.

  • Updated Dec 6, 2024
  • Python

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