Tianshou/docs/api/tianshou.data.rst
ChenDRAG 150d0ec51b
Step collector implementation (#280)
This is the third PR of 6 commits mentioned in #274, which features refactor of Collector to fix #245. You can check #274 for more detail.

Things changed in this PR:

1. refactor collector to be more cleaner, split AsyncCollector to support asyncvenv;
2. change buffer.add api to add(batch, bffer_ids); add several types of buffer (VectorReplayBuffer, PrioritizedVectorReplayBuffer, etc.)
3. add policy.exploration_noise(act, batch) -> act
4. small change in BasePolicy.compute_*_returns
5. move reward_metric from collector to trainer
6. fix np.asanyarray issue (different version's numpy will result in different output)
7. flake8 maxlength=88
8. polish docs and fix test

Co-authored-by: n+e <trinkle23897@gmail.com>
2021-02-19 10:33:49 +08:00

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tianshou.data
=============
Batch
-----
.. automodule:: tianshou.data.batch
:members:
:undoc-members:
:show-inheritance:
Buffer
------
.. automodule:: tianshou.data.buffer
:members:
:undoc-members:
:show-inheritance:
Collector
---------
.. automodule:: tianshou.data.collector
:members:
:undoc-members:
:show-inheritance: