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v0.4.4

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bump to 0.4.4

v0.4.3

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Learn about vigilant mode 
bump to v0.4.3 (thu-ml#432)

* add makefile
* bump version
* add isort and yapf
* update contributing.md
* update PR template
* spelling check

v0.4.2

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Learn about vigilant mode 
add vizdoom example, bump version to 0.4.2 (thu-ml#384)

v0.4.1

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Learn about vigilant mode 
Fix SAC loss explode (thu-ml#333)

* change SAC action_bound_method to "clip" (tanh is hardcoded in forward)

* docstring update

* modelbase -> modelbased

v0.4.0

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Learn about vigilant mode 
Merge pull request thu-ml#302 from thu-ml/dev

v0.4.0

v0.3.2

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v0.3.2 (thu-ml#292)

Throw a warning in ListReplayBuffer.

This version update is needed because of thu-ml#289, the previous v0.3.1 cannot work well under torch<=1.6.0 with cuda environment.

v0.3.1

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Learn about vigilant mode 
Add offline trainer and discrete BCQ algorithm (thu-ml#263)

The result needs to be tuned after `done` issue fixed.

Co-authored-by: n+e <trinkle23897@gmail.com>

v0.3.0.post1

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specify the meaning of logits in documentation (thu-ml#238)

v0.3.0

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Learn about vigilant mode 
change API of train_fn and test_fn (thu-ml#229)

train_fn(epoch) -> train_fn(epoch, num_env_step)
test_fn(epoch) -> test_fn(epoch, num_env_step)

v0.3.0rc0

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Learn about vigilant mode 
add PSRL policy (thu-ml#202)

Add PSRL policy in tianshou/policy/modelbase/psrl.py.

Co-authored-by: n+e <trinkle23897@cmu.edu>
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