Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation

Author:

Shang Wenjie1,Yu Yang1,Li Qingyang2,Qin Zhiwei2,Meng Yiping2,Ye Jieping2

Affiliation:

1. Nanjing University, Nanjing, China

2. AI Labs, Didi Chuxing, Beijing, China

Funder

NSFC

National Key R&D Program of China

Jiangsu SF

Publisher

ACM

Reference21 articles.

1. A survey of robot learning from demonstration

2. Bandits with Unobserved Confounders;Bareinboim Elias;A Causal Approach. In Advances in Neural Information Processing Systems,2015

3. Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron C. Courville and Yoshua Bengio. 2014. Generative Adversarial Nets. In Advances in Neural Information Processing Systems 27. 2672--2680. Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron C. Courville and Yoshua Bengio. 2014. Generative Adversarial Nets. In Advances in Neural Information Processing Systems 27. 2672--2680.

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