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ForMIC: Foraging via Multiagent RL with Implicit Communication

Key Files

  • DRLMAF_A3C_RNN.py: Multi-agent training code
  • ACNet.py: defines network architecture
  • near_optimal_driver.py: baseline centralized near optimal model
  • cardinality_policy.py: baseline decentralized model
  • csaf_policy.py: baseline decentralized model
  • csaf_policy_11.py: baseline decentralized model taking advantage of 11x11 FOV

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Authors

Samuel Shaw

Emerson Wenzel

Lexi Walker

Guillaume Sartoretti

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Public version of the final ForMIC code

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