A Survey on Deep Reinforcement Learning for Data Processing and
Analytics

A Survey on Deep Reinforcement Learning for Data Processing and Analytics

10 August 2021

Papers citing "A Survey on Deep Reinforcement Learning for Data Processing and Analytics"

17 / 17 papers shown

Title
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines Zhaojing Luo Sai-Ho Yeung Meihui Zhang Kaiping Zheng Lei Zhu Gang Chen Feiyi Fan Qian Lin K. Ngiam Beng Chin Ooi 61 29 0 17 Oct 2020
Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data Guansong Pang Anton Van Den Hengel Chunhua Shen LongBing Cao OffRL 50 86 0 15 Sep 2020
Dota 2 with Large Scale Deep Reinforcement Learning OpenAI OpenAI : Christopher Berner Greg Brockman Brooke Chan ... Szymon Sidor Ilya Sutskever Jie Tang Filip Wolski Susan Zhang GNN VLM CLL AI4CE LRM 88 1,805 0 13 Dec 2019
DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering Yuval Heffetz Roman Vainshtein Gilad Katz Lior Rokach 37 39 0 31 Oct 2019
Reinforcement Learning in Healthcare: A Survey Chao Yu Jiming Liu S. Nemati LM&MA OffRL 100 557 0 22 Aug 2019
Database Meets Deep Learning: Challenges and Opportunities Wei Wang Meihui Zhang Gang Chen H. V. Jagadish Beng Chin Ooi K. Tan 34 148 0 21 Jun 2019
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 74 1,428 0 18 Oct 2018
Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning Jun Feng Heng Li Minlie Huang Shichen Liu Wenwu Ou Zhirong Wang Xiaoyan Zhu 36 70 0 17 Sep 2018
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 257 895 0 07 Jun 2018
Deep Reinforcement Learning for Sponsored Search Real-time Bidding Jun Zhao Guang Qiu Ziyu Guan Wei Zhao Xiaofei He 34 82 0 01 Mar 2018
The Case for Automatic Database Administration using Deep Reinforcement Learning A. Sharma F. Schuhknecht J. Dittrich 17 62 0 17 Jan 2018
The Case for Learned Index Structures Tim Kraska Alex Beutel Ed H. Chi J. Dean N. Polyzotis 61 1,030 0 04 Dec 2017
Deep Reinforcement Learning that Matters Peter Henderson Riashat Islam Philip Bachman Joelle Pineau Doina Precup David Meger OffRL 98 1,940 0 19 Sep 2017
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 159 8,805 0 04 Feb 2016
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 195 3,777 0 18 Nov 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 125 7,590 0 22 Sep 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 174 13,174 0 09 Sep 2015