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v2.0.0

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@opcode81 opcode81 released this 01 Dec 11:30
· 3 commits to master since this release

The key feature of version 2 is a complete overhaul of the software design of the procedural API (i.e. Tianshou's core implementation), in which

  • we establish a clear separation between learning algorithms and policies (via the separate abstractions Algorithm and Policy).
  • we provide more well-defined, more usable interfaces with extensive documentation of all algorithm and trainer parameters, renaming some parameters to make their names more consistent and intuitive.
  • the class hierarchy is fully revised, establishing a clear separation between on-policy, off-policy and offline algorithms
    at the type level and ensuring that all inheritance relationships are meaningful.

This release is brought to you by Applied AI Institute gGmbH.

Developers:

For details, please refer to the change log.