v0.2.3

CHANGELOG

+2022.01.01(v0.2.3)
+- env: add multi-agent mujoco env (#146)
+- env: add delay reward mujoco env (#145)
+- env: fix port conflict in gym_soccer (#139)
+- algo: MASAC algorithm (#112)
+- algo: TREX algorithm (#119) (#144)
+- algo: H-PPO hybrid action space algorithm (#140)
+- algo: residual link in R2D2 (#150)
+- algo: gumbel softmax (#169)
+- algo: move actor_head_type to action_space field
+- feature: new main pipeline and async/parallel framework (#142) (#166) (#168)
+- feature: refactor buffer, separate algorithm and storage (#129)
+- feature: cli in new pipeline(ditask) (#160) 
+- feature: add multiprocess tblogger, fix circular reference problem (#156)
+- feature: add multiple seed cli
+- feature: polish eps_greedy_multinomial_sample in model_wrapper (#154)
+- fix: R2D3 abs priority problem (#158) (#161)
+- fix: multi-discrete action space policies random action bug (#167)
+- fix: doc generate bug with enum_tools (#155)
+- style: more comments about R2D2 (#149)
+- style: add doc about how to migrate a new env
+- style: add doc about env tutorial in dizoo
+- style: add conda auto release (#148)
+- style: udpate zh doc link
+- style: update kaggle tutorial link
+
 2021.12.03(v0.2.2)
 - env: apple key to door treasure env (#128)
 - env: add bsuite memory benchmark (#138)

README.md

@@ -31,7 +31,7 @@
 [![Contributors](https://img.shields.io/github/contributors/opendilab/DI-engine)](https://github.com/opendilab/DI-engine/graphs/contributors)
 [![GitHub license](https://img.shields.io/github/license/opendilab/DI-engine)](https://github.com/opendilab/DI-engine/blob/master/LICENSE)
 
-Updated on 2021.12.03 DI-engine-v0.2.2 (beta)
+Updated on 2022.01.01 DI-engine-v0.2.3 (beta)
 
 
 ## Introduction to DI-engine (beta)
@@ -208,7 +208,7 @@ P.S: The `.py` file in `Runnable Demo` can be found in `dizoo`
 |  17  |       pomdp atari                    | ![discrete](https://img.shields.io/badge/-discrete-brightgreen)   |  | [dizoo link](https://github.com/opendilab/DI-engine/tree/main/dizoo/pomdp/envs) |
 |  18  |       [bsuite](https://github.com/deepmind/bsuite)                         | ![discrete](https://img.shields.io/badge/-discrete-brightgreen) | ![original](./dizoo/bsuite/bsuite.png) | [dizoo link](https://github.com/opendilab/DI-engine/tree/main/dizoo/bsuite/envs)<br>[env tutorial](https://di-engine-docs.readthedocs.io/en/latest/env_tutorial/bsuite.html) |
 | 19 | [ImageNet](https://www.image-net.org/) | ![IL](https://img.shields.io/badge/-IL/SL-purple) | ![original](./dizoo/image_classification/imagenet.png) | [dizoo link](https://github.com/opendilab/DI-engine/tree/main/dizoo/image_classification)<br>[环境指南](https://di-engine-docs.readthedocs.io/zh_CN/latest/env_tutorial/image_cls_zh.html) |
-| 20 | [slime_volleyball](https://github.com/hardmaru/slimevolleygym) | ![discrete](https://img.shields.io/badge/-discrete-brightgreen)![selfplay](https://img.shields.io/badge/-selfplay-blue) | ![ori](dizoo/slime_volley/slime_volley.gif) | [dizoo link](https://github.com/opendilab/DI-engine/tree/main/dizoo/slime_volley)<br>[环境指南](https://di-engine-docs.readthedocs.io/zh_CN/latest/env_tutorial/slime_volleyball_zh.html) |
+| 20 | [slime_volleyball](https://github.com/hardmaru/slimevolleygym) | ![discrete](https://img.shields.io/badge/-discrete-brightgreen)![selfplay](https://img.shields.io/badge/-selfplay-blue) | ![ori](dizoo/slime_volley/slime_volley.gif) | [dizoo link](https://github.com/opendilab/DI-engine/tree/main/dizoo/slime_volley)<br>[env tutorial](https://di-engine-docs.readthedocs.io/en/latest/env_tutorial/slime_volleyball.html)<br>[环境指南](https://di-engine-docs.readthedocs.io/zh_CN/latest/env_tutorial/slime_volleyball_zh.html) |
 | 21 | [gym_hybrid](https://github.com/thomashirtz/gym-hybrid) | ![hybrid](https://img.shields.io/badge/-hybrid-darkgreen) | ![ori](dizoo/gym_hybrid/moving_v0.gif) | [dizoo link](https://github.com/opendilab/DI-engine/tree/main/dizoo/gym_hybrid)<br>[环境指南](https://di-engine-docs.readthedocs.io/zh_CN/latest/env_tutorial/gym_hybrid_zh.html) |
 | 22 | [GoBigger](https://github.com/opendilab/GoBigger) | ![hybrid](https://img.shields.io/badge/-hybrid-darkgreen)![marl](https://img.shields.io/badge/-MARL-yellow)![selfplay](https://img.shields.io/badge/-selfplay-blue) | ![ori](./dizoo/gobigger_overview.gif) | [opendilab link](https://github.com/opendilab/GoBigger-Challenge-2021/tree/main/di_baseline)<br>[env tutorial](https://gobigger.readthedocs.io/en/latest/index.html)<br>[环境指南](https://gobigger.readthedocs.io/zh_CN/latest/) |
 | 23 | [gym_soccer](https://github.com/openai/gym-soccer) | ![hybrid](https://img.shields.io/badge/-hybrid-darkgreen) | ![ori](dizoo/gym_soccer/half_offensive.gif) | [dizoo link](https://github.com/opendilab/DI-engine/tree/main/dizoo/gym_soccer)<br>[环境指南](https://di-engine-docs.readthedocs.io/zh_CN/latest/env_tutorial/gym_soccer_zh.html) |

ding/__init__.py

 import os
 
 __TITLE__ = 'DI-engine'
-__VERSION__ = 'v0.2.2'
+__VERSION__ = 'v0.2.3'
 __DESCRIPTION__ = 'Decision AI Engine'
 __AUTHOR__ = "OpenDILab Contributors"
 __AUTHOR_EMAIL__ = "opendilab.contact@gmail.com"