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Sohojoe authored Jun 13, 2020
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Expand Up @@ -27,20 +27,16 @@ A set of high-dimensional continuous control environments for use with Unity ML-

### Controller (DReCon)- Preview

A controller based agent, inspired by the DReCon paper (link below). The agent learns to follow a simple traditional controller agent and exhibits emergent behavior. **In Preview**

| | Video |
|:-----------------------------------------------------------------------------|:-----:|
| <ul><li>ControllerMarathonMan-v0&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</li></ul> | [![Style Transfer Videos](https://img.youtube.com/vi/itUtkgCTma4/mqdefault.jpg)](https://www.youtube.com/watch?v=itUtkgCTma4) |
| | Walkthrough |
|:----------|:------------------------:|
| <p>A controller based agent, inspired by the DReCon paper (link below). The agent learns to follow a simple traditional controller agent and exhibits emergent behavior. **In Preview** </p> <p><ul><li>ControllerMarathonMan-v0</li></ul></p> | [![Style Transfer Videos](https://img.youtube.com/vi/itUtkgCTma4/mqdefault.jpg)](https://www.youtube.com/watch?v=itUtkgCTma4) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |


### Style Transfer (DeepMimic)

Learning from motion capture examples, inspired by the DeepMimic paper (link below). The agent learns the motion capture sequence using a phase value.

| | Video |
|:-----------------------------------------------------------------------------|:-----:|
| <ul style="font-weight: 100;"><li>MarathonManWalking-v0&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</li><li>MarathonManRunning-v0</li><li>arathonManJazzDancing-v0</li><li>MarathonManMMAKick-v0</li><li>MarathonManPunchingBag-v0</li><li>MarathonManBackflip-v0</li></ul> | [![Style Transfer Videos](https://img.youtube.com/vi/eSu1SXnEgsM/mqdefault.jpg)](https://www.youtube.com/watch?v=eSu1SXnEgsM&list=PLX7INEUkOHp-uXg6xhqDWuDT4ENb6sSWA&index=1) |
| | Videos |
|:-----------------------------------------------------------------------------|:------------------------:|
| <p>Learning from motion capture examples, inspired by the DeepMimic paper (link below). The agent learns the motion capture sequence using a phase value. <p><ul><li>MarathonManWalking-v0</li><li>MarathonManRunning-v0</li><li>arathonManJazzDancing-v0</li><li>MarathonManMMAKick-v0</li><li>MarathonManPunchingBag-v0</li><li>MarathonManBackflip-v0</li></ul></p> | [![Style Transfer Videos](https://img.youtube.com/vi/eSu1SXnEgsM/mqdefault.jpg)](https://www.youtube.com/watch?v=eSu1SXnEgsM&list=PLX7INEUkOHp-uXg6xhqDWuDT4ENb6sSWA&index=1) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |



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