Uploaded July 2024 | Updated September 2026, 5 hours ago
This is my research into representation learning and model learning in the reinforcement learning setting. Two years in the making, and I finally get to talk about my Master's research! The paper has been accepted to the Reinforcement Learning Conference (RLC) 2024. You can find the full paper at arxiv.org/abs/2312.01203.
Outline
0:00 - Intro
0:34 - DreamerV3
1:23 - State representation
3:27 - Research problem
4:26 - World model experiments
9:21 - Policy learning experiments
13:22 - The paper
Social Media
YouTube - youtube.com/c/EdanMeyer
X - https://x.com/ejmejm1
Sources:
Paper - arxiv.org/abs/2312.01203
Thesis - era.library.ualberta.ca/items/d9bc72bd-cb8c-4ca9-a978-e97e8e16abf0
This is my research into representation learning and model learning in the reinforcement learning setting. Two years in the making, and I finally get to talk about my Master's research! The paper has been accepted to the Reinforcement Learning Conference (RLC) 2024. You can find the full paper at arxiv.org/abs/2312.01203.
Outline
0:00 - Intro
0:34 - DreamerV3
1:23 - State representation
3:27 - Research problem
4:26 - World model experiments
9:21 - Policy learning experiments
13:22 - The paper
Social Media
YouTube - youtube.com/c/EdanMeyer
X - https://x.com/ejmejm1
Sources:
Paper - arxiv.org/abs/2312.01203
Thesis - era.library.ualberta.ca/items/d9bc72bd-cb8c-4ca9-a978-e97e8e16abf0
