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| Name | Model Based RL Finally Works! |
| Video Uploader | Video From Edan Meyer |
| Upload Date | This Video Uploaded At 13-01-2023 14:00:36 |
| Video Discription | Dreamer v3 is a model based reinforcement learning (MBRL) algorithm that performs well over a wide variety of environments, from 2D to 3D, simple to complex. It can get diamonds in a simplified version of Minecraft and work well out of the box without tuning. Outline 0:00 - Intro 1:32 - World Model 13:22 - Actor Critic 18:32 - Results 22:52 - Minecraft Results 25:16 - Thoughts & Conclusion Social Media YouTube - https://youtube.com/c/EdanMeyer Twitter - https://twitter.com/ejmejm1 Sources: Dreamer v3 - https://arxiv.org/abs/2301.04104v1 |
| Category | Science & Technology |
| Tags | dreamer | dreamer v3 | dreamerv3 | dreamerv2 | dreamer v2 | rl | reinforcement learning | model | model learning | world model | mbrl | model based reinforcement learning | model-based | model-based reinforcement learning | paper | research | research paper | ai | artificial intelligence | explained | paper explained | sota | atari | control | robotics | ml | machine learning | scaling | large model | distributional rl | actor critic | reinforce | explanation | dreamer v3 paper | dreamer v3 deepmind |
