Toshiki Watanabe b30397fff5 Add QR-DQN (#13) ... * Add QR-DQN(WIP) * Update docstring * Add quantile_huber_loss * Fix typo * Remove unnecessary lines * Update variable names and comments in quantile_huber_loss * Fix mutable arguments * Update variable names * Ignore import not used warnings * Fix default parameter of optimizer in QR-DQN * Update quantile_huber_loss to have more reasonable interface * update tests * Add assertion to quantile_huber_loss * Update variable names of quantile regression * Update comments * Reduce the number of quantiles during test * Update comment * Update quantile_huber_loss * Fix isort * Add document of QR-DQN without results * Update docs * Fix bugs * Update doc * Add comments about shape * Minor edits * Update comments * Add benchmark * Doc fixes * Update doc * Bug fix in saving/loading + update tests Co-authored-by: Antonin RAFFIN <antonin.raffin@ensta.org>		2020-12-21 11:17:48 +01:00
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qrdqn.rst	Add QR-DQN (#13)	2020-12-21 11:17:48 +01:00
tqc.rst	Add TQC (#4)	2020-10-22 13:43:46 +02:00