Version 0.11.0 Release

release-note-bugfix

• Fix readme of reproduction
• Fix cem test
• Fix README samples and add prerequisites for Atari reproduction codes
• Fix tutorial-model
• Fix add workaround to avoid gym error

release-note-algorithm

• Add ATRPO
• Add implementation for RNN support and DRQN algorithm,
  Support RNN models on DQN and DQN inherited algorithms,
  Follow DRQN author's implementation and update results
• Expand RNN support to dist rl algorithms
• Add rnn support to actor critic algorithms
• Support n-step q learning in ddpg, td3, her, sac and ICML2018SAC
• Stop back propagating to target v function
• Add MME-SAC algorithm and Sparse/Delayed mujoco environment and
  Add Disentangled version of MME-SAC

release-note-functions

• Add stop gradient function
• Add random shooting
• Update cem function interface

release-note-distributions

• Add Bernoulli distribution
• Enable sampling from multidimensional logits
• Add one hot softmax

release-note-utility

• Support batched states for evaluation
• Add convenient episode result env
• Add profile function

release-note-docs

• Update version in algorithm catalog
• Add readthedocs yaml and Fixed yaml file
• Add HER and IQN to algorithm catalog

Install the latest nnablaRL by:

pip install nnabla-rl