Can I read Efficient Diffusion Policies For Offline Reinforcement Learning on EtoBox?

Efficient Diffusion Policies For Offline Reinforcement Learning by 정지석 is a document available to read on EtoBox.

What is Efficient Diffusion Policies For Offline Reinforcement Learning about?

The document presents Efficient Diffusion Policies (EDP) for offline reinforcement learning (RL), addressing the computational inefficiencies and compatibility issues of existing diffusion models like Diffusion-QL. EDP significantly reduces training time from five days to five hours while achieving state-of-the-art performance across various offline RL algorithms on the D4RL benchmark. The proposed method enhances policy parameterization, making it suitable for a broader range of RL applications and improvi

Author

정지석

Language

EN