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Release 0.10.0
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@gal-leibovich gal-leibovich released this 26 Aug 12:25
· 391 commits to master since this release
v0.10.0
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Learn about vigilant mode.

A complete redesign - non-backward compatible. Enabling multi-agent support.

New features -

  • PIP package
  • Benchmarks
  • Hierarchical Reinforcement Learning (demonstrated by Hierarchical Actor-Critic)
  • Tutorials
  • Shared memory (e.g. Replay Buffer) between workers
  • Tests (unit-tests, reward-based tests, trace-based tests)
  • Using Coach as a library (see example here)

New Environments -

  • Toy Environments (Exploration Chain, BitFlip)
  • DeepMind PySC2 support (Starcraft 2)
  • DeepMind Control Suite

New Algorithms -

  • Hindsight Experience Replay
  • Prioritized Experience Replay
  • Hierarchical Actor-Critic
  • UCB with Q-Ensembles
Assets 2