Di-engine

Latest version: v0.5.1

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2.1.0

5. add new task pipeline demo (DDPG/TD3/D4PG/C51/QRDQN/IQN?SQIL/TREX/PDQN) (374, 380, 384, 407)

Env (dizoo)
1. add gym anytrading env (424)
2. add board games env (tictactoe, gomuku, chess) (356)
3. add sokoban env (397) (429)
4. add BC and DQN demo for gfootball (418) (423)
6. add discrete pendulum env (395)

Algorithm
1. add STEVE model-based algorithm (363)
2. add PLR algorithm (408)
3. plugin ST-DIM into PPO (379)

Enhancement
1. add final result saving in training pipeline

Fix
1. random policy randomness bug
2. action_space seed compalbility bug
3. discard message sent by self in redis mq (354)
4. remove pace controller (400)
5. import error in serial_pipeline_trex (410)
7. unittest hang and fail bug (413)
8. DREX collect data bug
9. remove unused import cv2
10. ding CLI env/policy option bug

Style
1. add buffer api description (371)
2. polish VAE comments (404)
3. unittest for FQF (412)
4. add metaworld dockerfile (432)
5. remove opencv requirement in default setting
6. update long description in setup.py

New Repo
1. [InterFuser](https://github.com/opendilab/InterFuser): Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer
2. [awesome-decision-transformer](https://github.com/opendilab/awesome-decision-transformer): A curated list of Decision Transformer resources
3. [awesome-exploration-RL](https://github.com/opendilab/awesome-exploration-rl): A curated list of awesome exploration RL resources

**Contributors: PaParaZz1 zjowowen sailxjx puyuan1996 ZHZisZZ lixl-st Cloud-Pku Weiyuhong-1998 karroyan kxzxvbk song2181 nighood zhangpaipai Hcnaeg**

1.12.0

1.10.0

1.9.0

3. add algo/env list in README
4. rename advanced_buffer register name to advanced

New Repo
- [DI-treetensor](https://github.com/opendilab/DI-treetensor): Tree Nested PyTorch Tensor Lib

**Contributors: PaParaZz1 YinminZhang Will-Nie puyuan1996 Weiyuhong-1998 HansBug sailxjx simonat2011 konnase RobinC94 LikeJulia LuciusMos jayyoung0802 yifan123 davide97l garyzhang99**

0.25.00.25.1

2. config inplace modification bug
3. ding cli no argument problem
4. import errors after running setup.py (jinja2, markupsafe)
5. conda py3.6 and cross platform build bug

Style
1. add project state and datetime in log dir (455)
2. polish notes for q-learning model (427)
3. revision to mujoco dockerfile and validation (474)
4. add dockerfile for cityflow env
5. polish default output log format

**Contributors: PaParaZz1 ZHZisZZ zjowowen song2181 zerlinwang i-am-tc hiha3456 nighood kxzxvbk Weiyuhong-1998 RobinC94**

0.20.0

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