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wolf3d's Introduction

Technical

  • the script WolfAgent.cs (in Assets) needs to be debugged so that it doesn't spit out errors during training.
  • the script should be so that whenever the wolf noclips from the platform, it gets moved back to the place of origin. That part doesn't currently work. Solution: root.localPosition is position relative to the parent - in our case to WolfAgent, it should be relative to Training Area instead
  • when starting up the training process, I (Maciek) get an error after a ~minute: ![[Pasted image 20230417181924.png]] If others get this error as well, it needs to be resolved.
  • Think about a more lightweight ragdoll, so that the model doesn't have such a hard time working with physics

RL

  • need to figure out how to enable Soft Actor-Critic. Supposedly ML-Agents has an
  • need to make double extra extra sure that the learning process is working as it's supposed to:
    • what should be the settings for BehaviorParameters component of WolfAgent?
    • are there any components we should implement? The docs mention DecisionRequester, StatsRecorder etc. Which one of these do we need? Which ones we don't need?
  • On a more theoretical level, we need to think how to motivate it to stand on its own two legs. I think this is basically 95% of the challenge.

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