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.'>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...