The Frost Hollow Experiments: Pavlovian Signalling as a Path to Coordination and Communication Between Agents

@article{Pilarski2022TheFH,
  title={The Frost Hollow Experiments: Pavlovian Signalling as a Path to Coordination and Communication Between Agents},
  author={Patrick M. Pilarski and Andrew Butcher and Elnaz Davoodi and Michael Bradley Johanson and Dylan J. A. Brenneis and Adam S. R. Parker and Leslie Acker and Matthew M. Botvinick and Joseph Modayil and Adam White},
  journal={ArXiv},
  year={2022},
  volume={abs/2203.09498}
}
environment: Observations for the player include the current position, a one-hot vector with one entry per location, hazard presence or absence via a boolean indicating if the wind is currently blowing, and heat, a scalar in [0, heat capacity] indicating how much heat the player has collected. Actions for the player take the form of movement: an integer in [-1, 0, 1], that moves the agent deterministically to an adjacent location (-1, 1) or allows the agent to stay in the same location (0… 

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