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TensorFlow Agents 1.4.0

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@danijar danijar released this 16 Apr 20:14
· 10 commits to master since this release
2b6f509

Features:

  • Split episodes into chunks for training. This reduces memory requirements when training from pixels and in some cases increases data efficiency.
  • Use lambda variable initializers everywhere to support embedding the simulation into a larger graph.
  • Upgrade to newest Gym version, including new environment names and dtypes for spaces.
  • Support regularization losses returned by the network.

Improvements:

  • Remove MuJoCo dependency from tests.
  • Speed up smoke tests for faster iteration times.
  • Enable continuous integration.

Bugs:

  • Fix off-by-one bug in FrameHistory environment wrapper.