BriefGPT.xyz
Jan, 2024
多目标住宅能源管理中从示范推断偏好
Inferring Preferences from Demonstrations in Multi-Objective Residential Energy Management
HTML
PDF
Junlin Lu, Patrick Mannion, Karl Mason
TL;DR
通过应用基于演示的偏好推断方法在多目标住宅能源消耗环境中,采用动态权重的推断方法实现了精确的基于演示的偏好推断,提高了能源管理中多目标强化学习(MORL)的可用性和效果,为真实世界的应用开辟了新的可能性。
Abstract
It is often challenging for a user to articulate their preferences accurately in
multi-objective decision-making
problems.
demonstration-based preference inference
(DemoPI) is a promising approach to mitigate thi
→