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Multi-agent Reinforcement Learning with Theory of Mind

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This code accompanies the paper the paper "A brain-inspired theory of mind spiking neural network improves multi-agent cooperation and competition".

Installation

  • BrainCog: an open source spiking neural network based brain-inspired cognitive intelligence engine for Brain-inspired Artificial Intelligence and brain simulation
git clone https://github.com/braincog-X/Brain-Cog.git
cd Brain-Cog
pip install -e .

Tasks

Run

python main_rnn_spiking.py

Citertion

@article{freire2023modeling,
  title={Modeling Theory of Mind in Dyadic Games Using Adaptive Feedback Control},
  author={Freire, Ismael T and Arsiwalla, Xerxes D and Puigb{\`o}, Jordi-Ysard and Verschure, Paul},
  journal={Information},
  volume={14},
  number={8},
  pages={441},
  year={2023},
  publisher={MDPI}
}

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