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Commits on Aug 8, 2020

• [TF-Agents] Remove more disabling of pytype checks; add casts as appropriate.

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Commits on Aug 7, 2020

• [TF-Agents] Various fixes and explicit (soft) casts as pytype checker gets better.

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Commits on Aug 3, 2020

• [TF-Agents] DQNAgent now uses data converters.

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• [TF-Agents] Add a smoke test for DQN-RNN loss.

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Commits on Jul 31, 2020

• [TF-Agents] Add AsNStepTransition data converter.

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• AsTransition does not squeeze time dimensions by by default; supports T>2 trajectories.

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• [TF-Agents] Add pytype forward declarations of some Reverb objects.

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Commits on Jul 30, 2020

• [TF-Agents] Add `trajectory.to_n_step_transition`.

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Commits on Jul 28, 2020

• [TF-Agents] Add an `AsTransition` data converter.

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Commits on Jul 27, 2020

• Add tf_agents.agents.data_converters.{DataContext, AsTrajectory} and unit tests.

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Commits on Jul 24, 2020

• [TF-Agents] Make Transition a true NamedTuple. Backwards compatible change.

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• [TF-Agents] Update README wording to put Bandits in a more prominent position.

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Commits on Jul 15, 2020

• [TF-Agents] ReverbReplayBuffer: Fix bug in dataset buffer size when batch_size > 32.

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Commits on Jul 10, 2020

• [TF-Agents] DQN v2 Example now uses Sequential networks instead of monolithic ones.

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Commits on Jul 9, 2020

• [TF-Agents] Never use reverb's in_process_client; it's only there for testing purposes.

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• [TF-Agents] Remove all TF1 examples.

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Commits on Jul 8, 2020

• Internal change.

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Commits on Jul 7, 2020

• [TF-Agents] Reverb observers take single table instead of supporting multiple.

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• [TF-Agents] Add Reverb RB and Observers to replay_buffers.

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Commits on Jul 2, 2020

• [TF-Agents] tests_release reinstalls pyenv with libpython*m.so if it's not available.

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• [TF-Agents] Add new Keras InnerReshape layer, NestFlatten layer, and NestMap Network.

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Commits on Jun 29, 2020

• [TF-Agents] Use functools.partial instead of lambda for multiprocessing main.

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• [TF-Agents] Change multiprocessing docstring to use functools.partial.

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Commits on Jun 26, 2020

• [TF-Agents] Remove requirement for input_spec to Sequential network.

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• [TF-Agents] Prefix TFPolicy.distribution() serialization warning with "WARNING."

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Commits on Jun 25, 2020

• Add tf_agents.{keras_layers.RNNWrapper, networks.Sequential}.

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Commits on Jun 22, 2020

• [TF-Agents] DQN Agent & Policy checks output validity of output specs of q_network.

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Commits on Jun 12, 2020

• [TF-Agents] Networks check spepcs of inputs; Keras support in create_variables.

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Commits on Jun 10, 2020

• [TF-Agents] PPO 80 char line length nit fix.

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Commits on Jun 8, 2020

• [TF-Agent] Add support for no time dimension input in DynamicUnroll layer.

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Commits on Jun 6, 2020

• [TF-Agents] Make reset_mask optional for DynamicUnroll layer.

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Commits on Jun 3, 2020

• [TF-Agents] network.create_variables() supports Keras layers.

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• [TF-Agents] network.create_variables now returns unbatched output specs.

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Commits on Jun 1, 2020

• [TF-Agents] Propagate {set,get}_state through py env wrappers & gym wrappers.

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Commits on May 18, 2020

• [TF-Agents] Add global state saving to multiprocessing module.

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