2023-02-12 22:35:25 +09:00
2023-02-12 22:35:25 +09:00
2023-02-12 22:35:25 +09:00
2023-02-12 22:35:25 +09:00
2023-02-12 22:35:25 +09:00

dreamerv3-torch

Pytorch implementation of Mastering Diverse Domains through World Models.
Validation is in progress. results

Instructions

Get dependencies:

pip install -r requirements.txt

Train the agent:

python3 dreamer.py --configs defaults --logdir $ABSOLUTEPATH_TO_SAVE_LOG

Monitor results:

tensorboard --logdir $ABSOLUTEPATH_TO_SAVE_LOG

ToDo

  • Prototyping
  • Modify implementation details based on the author's implementation
  • Evaluate on visual DMC suite(~10 tasks)
  • Add other tasks and corresponding model sizes implementation
  • Continuous implementation improvement

Acknowledgments

This code is heavily inspired by the following works:

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