Tianshou/docs/api/tianshou.data.rst

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:
test api doc 2020-04-02 09:07:04 +08:00			`tianshou.data`
			`=============`

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
			`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`
test api doc 2020-04-02 09:07:04 +08:00			`:members:`
			`:undoc-members:`
			`:show-inheritance:`