Completed
- Baseline algorithm: NovelD and Random Network Distillation
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Classroom Contents
Improving Intrinsic Exploration with Language Abstractions - Machine Learning Paper Explained
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- 1 - Intro
- 2 - Paper Overview: Language for exploration
- 3 - The MiniGrid & MiniHack environments
- 4 - Annotating states with language
- 5 - Baseline algorithm: AMIGo
- 6 - Adding language to AMIGo
- 7 - Baseline algorithm: NovelD and Random Network Distillation
- 8 - Adding language to NovelD
- 9 - Aren't we just using extra data?
- 10 - Investigating the experimental results
- 11 - Final comments
