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Unity-Technologies / ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
https://unity.com/products/machine-learning-agents
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Can we use federated learning with ML agent? #2677

Closed Thaina closed 5 years ago

Thaina commented 5 years ago

Do we have any sample to do p2p model sharing and merging?

ervteng commented 5 years ago

We don't currently have native support for federated learning, but since we're using Tensorflow under the hood, you could look at existing frameworks such as TF distributed or Horovod to achieve this.

stale[bot] commented 5 years ago

This issue has been automatically marked as stale because it has not had activity in the last 14 days. It will be closed in the next 14 days if no further activity occurs. Thank you for your contributions.

stale[bot] commented 5 years ago

This issue has been automatically closed because it has not had activity in the last 28 days. If this issue is still valid, please ping a maintainer. Thank you for your contributions.

github-actions[bot] commented 3 years ago

This thread has been automatically locked since there has not been any recent activity after it was closed. Please open a new issue for related bugs.