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（Nature）The rational use of causal inference to guide reinforcement learning strengthens with age
原创 2021-09-25 10:13:06 · 306 阅读 · 0 评论 -
（AAAI 2021）Meta Learning for Causal Direction
参考：https://zhuanlan.zhihu.com/p/352496691?utm_source=wechat_session&utm_medium=social&s_r=0原创 2021-09-25 10:11:19 · 331 阅读 · 0 评论 -
（IJCAI-17）Transfer learning in multi-armed bandits: A causal approach
原创 2021-09-25 10:09:00 · 277 阅读 · 0 评论 -
（ICML 2021）Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representa
原创 2021-09-25 10:05:24 · 483 阅读 · 1 评论 -
Causal Reasoning from Meta-reinforcement Learning（自用笔记）
Abstract novel situations：元强化学习框架，agent 在新环境下能够有效 The agent can select informative interventions , draw causal inferences from observational data, and make counterfactual predictions . 新的探索策略：structured exploration，providing agents with the ability to p原创 2021-08-23 11:53:55 · 839 阅读 · 2 评论