For SALE: State-Action Representation Learning for Deep Reinforcement Learning

arxiv:2306.02451

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Reinforcement learning · 2023-06-04

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1. Part 1
2. Part 2
3. Part 3
4. Part 4

Contents

• For SALE: State-Action Representation Learning for Deep Reinforcement Learning
• Abstract
• 1 Introduction
• 2 Related Work
• 3 Background
• 4 State-Action Representation Learning
• 4.1 State-Action Learned Embeddings
• 4.2 Evaluating Design Choices
• 5 Stabilizing RL with Decoupled Representation Learning
• 5.1 Policy Checkpoints
• 5.2 TD7