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How can I give RL agents a global understanding of a 2D map they have never seen before?

Hey everyone! I’m working on a multi-agent reinforcement learning setup where multiple agents move and interact in a 2D world. The world is based on a real map, for example a screenshot from Google Maps. Importing the map into my environment works fine! My problem is generalization of the Model to…

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Timeline · 2 reports

  1. 2026-10-26 08:38 · r/learnmachinelearning
    How can I give RL agents a global understanding of a 2D map they have never seen before?
  2. 2026-10-26 08:32 · r/reinforcementlearning
    How can I give RL agents a global understanding of a 2D map they have never seen before?

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