Uploaded March 2022 | Updated September 2026, 4 hours ago
I'm a Masters Computer Science student in starting research in AI and Machine Learning. In ML, I am particularly interested in Reinforcement Learning (RL). I'm hoping to share a little more with you all than just the normal ML paper reviews and code that I go over. Let me know what you want to see from this series, whether it be research ideas, code, or something else.
Chapters:
0:00 The ML journey
2:48 My notebook
11:11 Code
16:43 Feedback
I'm a Masters Computer Science student in starting research in AI and Machine Learning. In ML, I am particularly interested in Reinforcement Learning (RL). I'm hoping to share a little more with you all than just the normal ML paper reviews and code that I go over. Let me know what you want to see from this series, whether it be research ideas, code, or something else.
Chapters:
0:00 The ML journey
2:48 My notebook
11:11 Code
16:43 Feedback
![ML Research Idea [Zero to Paper]](https://i.ytimg.com/vi/nSEb6w_BBqE/mqdefault.jpg "ML Research Idea [Zero to Paper]
This episode (part 2) of Zero to Paper covers the idea we will be working on: Text to Goal, or TTG for short. TTG aims to translate natural language into a reward function for a Reinforcement Learning problem. This research project aims to leverage recent advancements in NLP and Computer Vision to make reward functions easier and more natural to craft.
I also briefly touch on how I come up with ideas an what is important to me. I hope this will be helpful to anyone wonder how to do ML research!
Zero to Paper playlist: https://www.youtube.com/watch?v=74fKCvr5n5o&list=PL_49VD9KwQ_ONxENRk11jFEI3_pqAwaug
RL Theory series if you want to get into RL: https://www.youtube.com/watch?v=1OI0uuz9jkI&list=PL_49VD9KwQ_OML1Knh-Yb7FUFkhTLS0jL")
