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Commits on Nov 15, 2018

• Bump setup.py version to 1.11.0

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• Remove linting requirement.

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• Minor, display ground truth videos only once during decode.

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Commits on Nov 14, 2018

• Replace one_hot + matmul with tf.gather on R1 indices for faster gather operation.

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• internal merge of PR #929

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• Fixed wrong configuration.json example in README.md, fixed missing d3 error, fixed json serialization error (#929)

  

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• Add a cond for discretization which disables EMA updates of codebook if false and some tests.

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• fix bug that prevents Transformer from running on TPU.

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• adding to friends

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  Niki Parmar

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• Add mixture of logistic layer.

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• internal merge of PR #1222

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Commits on Nov 13, 2018

• Model-Based RL: Split hparams dependent/indepent of RL algorithm (ppo/dqn) (#1222)

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• Add TemperedNormal a thin wrapper around distributions.Normal to allow sampling with a temperature T.

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• Print non-trainable variables as well

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• Cast scaling factors to the same type as the log determinant in invertible_1x1_conv.

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• Allow the unconditional next_frame_glow model to train on random frames from the video. Previously, the unconditional model used to support only "hparams.num_input_frames=1" and "hparams.num_target…

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Commits on Nov 12, 2018

• internal merge of PR #1216

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• Evaluation fixes (#1216)

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Commits on Nov 11, 2018

• Allow optional property "avoid_overlapping_frames" to ensure that every frame appears only in one video.

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• internal merge of PR #1208

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Commits on Nov 10, 2018

• Use PolicyLearner in trainer_model_{based,free} (#1208)

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• Add action-conditioning to the latent in video models and stop pixel sampling (to keep the default config for atari).

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  Lukasz Kaiser

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• Fix KL regularization for Bayesian Layers.

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• one more bug(?) fix. this is to allow backproping through previously predicted frame after conversion from float to int.

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• First translation Problem to be ran in multi-lingual setting.

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Commits on Nov 9, 2018

• emergency fix of L2 modality.

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• Internal change

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  Amit Patankar

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• Enable general beam_decode_slow on TPU.

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• Maintenance Cl.

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• ppo hparams from original paper.

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Commits on Nov 8, 2018

• Toy timeseries problem with no inputs that derives from Toy timeseries

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• Rename a RL test to what it really is.

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  Lukasz Kaiser

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• Extend latent_dist_encoder=conv3d_net to have multiple layers via hparams.latent_encoder_depth and skip connections.

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• Add pixel sampling temperature, make prediction2gif run with pure video models.

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  Lukasz Kaiser

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• Initialize non-negative standard deviations for Bayesian Layer weights.

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