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The deep reinforcement learning method for multi-robot task allocation problem SR-ST-TA

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keep9oing/MRTA_DRL

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MRTA_DRL

Deep Reinforcement Learning for multi-robot task allcoation. This project is ongoing.

Environment

ray==1.13.0 torch==1.10.1

Todo

  • Heterogeneous Agent1 (Velocity)
  • Heterogeneous Agent2 (Energy)
  • Energy awareness
  • Heterogeneous Agent3 (Task compatibility)
  • Dynamic Task1 (Tracking)
  • Dynamic Task2 (Communicaiton Relay)
  • Communication awareness

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The deep reinforcement learning method for multi-robot task allocation problem SR-ST-TA

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