Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
Introduction
00:00 • 3min
The Progression From Planet to Dreamer
03:08 • 5min
Dreamer V2: A Novel Algorithm for Continuous Control
07:57 • 4min
Dreamer V3: A Future of Efficiency
11:58 • 2min
Dreamer: A MetaRL Agent
13:44 • 2min
Dreamer 3 for Minecraft and Making Diamonds in Minecraft
15:33 • 2min
Dream Every 4: A Vision for AI
17:52 • 3min
Daydreamer: How to Train a Robot to Walk in One Hour
20:41 • 3min
The Dreamer Out of the Box With No Changes
23:29 • 4min
The Benefits of Splitting the Agent Into Manager and Worker
27:15 • 2min
The Importance of Hierarchies in Abstract Planning
29:03 • 2min
The Importance of Goal Constrained RL
31:11 • 2min
The Importance of Objective Functions in Agent Design
33:14 • 4min
The Three Objective Functions of an Embodied Agent
37:35 • 5min
Dreamer: A Framework for Unsupervised Exploration
42:14 • 3min