2 Years of My Research Explained in 13 Minutes

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 https://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 -    / edanmeyer  
X - https://x.com/ejmejm1

Sources:
Paper - https://arxiv.org/abs/2312.01203
Thesis - https://era.library.ualberta.ca/items...