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todo.md

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TODO

  • Add configuration files to change parameters. Examples:
    • episode size in millis
    • default events-to-rewards scheme
    • auto starting capture
    • default vehicle
    • teleport after episode
    • rng seed
    • ability to show / hide in-game notifications
  • [IMP] Setup a RESTful server. Sample queries include:
    • /episode/{nearest_epoch}
    • /reward/{nearest_epoch} (using the default reward scheme)
    • /trainer/{start|stop}
    • /trainer/teleport-random
    • /trainer/teleport/area_name
    • /trainer/teleport/{latitude_longitude}
    • /trainer/p
    • /trainer/configure/{prop_key}/{prop_value}
  • Add sample examples (in python) that demonstrate the process of generating datasets
  • Add additional features for easy training:
    • Teleport to random road / nearest road
    • Spawn in some default vehicle
    • Lose wanted level after each episode
    • Fix vehicle after episodes
    • Teleport after being submerged
    • In-game controls for all trainer features
  • Add more events