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arXiv Artificial Intelligence· Brett Daley·· 20 小时前AI 评分24

Gated Q-learning:给离策略偏差加一道门控

Gated Q-learning: Add Off-Policy Bias to Taste

AI 导读

Gated Q-learning 提出用状态-动作相关的连续门控机制替代重要性采样,在 Watkins' Q(λ) 与 Peng's Q(λ) 两种极端之间平滑插值,选择性衰减 eligibility trace。

来源:arXiv Artificial Intelligence · arxiv.org