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Author SHA1 Message Date
Anssi
44f8218df0
Review of code (A2C, PPO and refactoring) (#35) 
* Split torch module code into torch_layers file

* Updated reference to CNN

* Change 'CxWxH' to 'CxHxW', as per common notion

* Fix missing import in policies.py

* Move PPOPolicy to OnlineActorCriticPolicy

* Create OnPolicyRLModel from PPO, and make A2C and PPO inherit

* Update A2C optimizer comment

* Clean weight init scales for clarity

* Fix A2C log_interval default parameter

* Rename 'progress' to 'progress_remaining

* Rename 'Models' to 'Algorithms'

* Rename 'OnlineActorCriticPolicy' to 'ActorCriticPolicy'

* Move static functions out from BaseAlgorithm

* Move on/off_policy base algorithms to their own files

* Add  files for A2C/PPO

* Fix docs

* Fix pytype

* Update documentation on OnPolicyAlgorithm

* Add proper doctstring for on_policy rollout gathering

* Add bit clarification on the mlppolicy/cnnpolicy naming

* Move static function is_vectorized_policies to utils.py

* Checking docstrings, pep8 fixes

* Update changelog

* Clean changelog

* Remove policy warnings for sac/td3

* Add monitor_wrapper for OnPolicyAlgorithm. Clean tb logging variables. Add parameter keywords to OffPolicyAlgorithm super init

Co-authored-by: Antonin RAFFIN <antonin.raffin@ensta.org>
 2020-06-09 13:54:18 +02:00
mloo3
42f432c79c
Fix TD3 Example Code Documentation (#38) 
Fix TD3's example code
 2020-06-01 11:37:42 +03:00
Roland Gavrilescu
91adefdb4b
Support for MultiBinary / MultiDiscrete spaces (#13) 
* multicategorical dist and test

* fixed List annotation

* bernoulli dist and test

* added distributions to preprocessing (needs testing)

* fixed and tested distributions

* added changelog and fixed ppo policy

* minor fix

* dist fixes, added test_spaces

* clean up

* modified changelog

* additional fixes

* minor changelog mod

* hot encoding fix, flake8 clean up

* lint tests

* preprocessing fix

* fixed bernoulli bug

* removed commented prints

* Update changelog.rst

* included suggested modifications

* linting fix

* increased space dim

* Update doc and tests

Co-authored-by: Antonin RAFFIN <antonin.raffin@ensta.org>
 2020-05-18 14:42:13 +02:00
Antonin RAFFIN
d17f29c8ad Add base doc 2020-05-07 10:10:51 +02:00
Antonin RAFFIN
d542732c8d Rename to stable-baselines3 2020-05-05 15:02:35 +02:00
Antonin Raffin
9e250b6818 Build doc 2020-01-20 16:19:35 +01:00
Antonin Raffin
b4dc9d4e4d Add doc 2019-09-26 11:46:40 +02:00