Changelog

Release 1.0 (2021-03-17)

Breaking Changes:

  • Upgraded to Stable-Baselines3 >= 1.0

Bug Fixes:

  • Fixed a bug with QR-DQN predict method when using deterministic=False with image space

Pre-Release 0.11.1 (2021-02-27)

Bug Fixes:

  • Upgraded to Stable-Baselines3 >= 0.11.1

Pre-Release 0.11.0 (2021-02-27)

Breaking Changes:

  • Upgraded to Stable-Baselines3 >= 0.11.0

New Features:

  • Added TimeFeatureWrapper to the wrappers

  • Added QR-DQN algorithm (@ku2482)

Bug Fixes:

  • Fixed bug in TQC when saving/loading the policy only with non-default number of quantiles

  • Fixed bug in QR-DQN when calculating the target quantiles (@ku2482, @guyk1971)

Deprecations:

Others:

  • Updated TQC to match new SB3 version

  • Updated SB3 min version

  • Moved quantile_huber_loss to common/utils.py (@ku2482)

Documentation:

Pre-Release 0.10.0 (2020-10-28)

Truncated Quantiles Critic (TQC)

Breaking Changes:

New Features:

  • Added TQC algorithm (@araffin)

Bug Fixes:

  • Fixed features extractor issue (TQC with CnnPolicy)

Deprecations:

Others:

Documentation:

  • Added initial documentation

  • Added contribution guide and related PR templates

Maintainers

Stable-Baselines3 is currently maintained by Antonin Raffin (aka @araffin), Ashley Hill (aka @hill-a), Maximilian Ernestus (aka @ernestum), Adam Gleave (@AdamGleave) and Anssi Kanervisto (aka @Miffyli).

Contributors:

@ku2482 @guyk1971