Commit Graph

3 Commits

Author SHA1 Message Date
Antonin RAFFIN 3665695d1e
Dictionary Observations (#29)
* Add TQC support for new HER version

* Add dict obs support

* Add support for dict obs
2021-05-11 13:24:31 +02:00
Toshiki Watanabe 4b4d487fdb
Fix the target calculation of QR-DQN (#18)
* Fix the target calculation of QR-DQN

* Update doc

* Update version

* Update changelog

* Update README

Co-authored-by: Antonin RAFFIN <antonin.raffin@ensta.org>
2021-01-11 14:11:16 +01:00
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