FedSkill: Privacy Preserved Interpretable Skill Learning via Imitation

Author:

Jiang Yushan1ORCID,Yu Wenchao2ORCID,Song Dongjin1ORCID,Wang Lu3ORCID,Cheng Wei2ORCID,Chen Haifeng2ORCID

Affiliation:

1. University of Connecticut, Storrs, CT, USA

2. NEC Labs America, Princeton, NJ, USA

3. East China Normal University, Shanghai, China

Funder

General Electric

University of Connecticut

National Science Foundation

Publisher

ACM

Reference47 articles.

1. Michael Bain and Claude Sammut. 1995. A Framework for Behavioural Cloning.. In Machine Intelligence 15. 103--129. Michael Bain and Claude Sammut. 1995. A Framework for Behavioural Cloning.. In Machine Intelligence 15. 103--129.

2. Jacek M Bajor and Thomas A Lasko . 2017 . Predicting medications from diagnostic codes with recurrent neural networks . In International conference on learning representations. Jacek M Bajor and Thomas A Lasko. 2017. Predicting medications from diagnostic codes with recurrent neural networks. In International conference on learning representations.

3. Justin Boyan and Andrew Moore . 1994. Generalization in reinforcement learning: Safely approximating the value function. Advances in neural information processing systems , Vol. 7 ( 1994 ). Justin Boyan and Andrew Moore. 1994. Generalization in reinforcement learning: Safely approximating the value function. Advances in neural information processing systems, Vol. 7 (1994).

4. Federated learning with hierarchical clustering of local updates to improve training on non-IID data

5. Kyunghyun Cho , Bart Van Merriënboer , Dzmitry Bahdanau, and Yoshua Bengio. 2014 . On the properties of neural machine translation: Encoder-decoder approaches. arXiv preprint arXiv:1409.1259 (2014). Kyunghyun Cho, Bart Van Merriënboer, Dzmitry Bahdanau, and Yoshua Bengio. 2014. On the properties of neural machine translation: Encoder-decoder approaches. arXiv preprint arXiv:1409.1259 (2014).

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