Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning

2 March 2018

Papers citing "Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning"

8 / 8 papers shown

Title
A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning Ning Liu Zhe Li Zhiyuan Xu Jielong Xu Sheng Lin Qinru Qiu Jian Tang Yanzhi Wang 30 248 0 13 Mar 2017
Learning to Communicate with Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 149 1,605 0 21 May 2016
Benchmarking Deep Reinforcement Learning for Continuous Control Yan Duan Xi Chen Rein Houthooft John Schulman Pieter Abbeel OffRL 79 1,693 0 22 Apr 2016
Continuous Deep Q-Learning with Model-based Acceleration S. Gu Timothy Lillicrap Ilya Sutskever Sergey Levine 86 1,012 0 02 Mar 2016
Deep Reinforcement Learning in Large Discrete Action Spaces Gabriel Dulac-Arnold Richard Evans H. V. Hasselt P. Sunehag Timothy Lillicrap Jonathan J. Hunt Timothy A. Mann T. Weber T. Degris Ben Coppin OffRL 66 574 0 24 Dec 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 156 7,635 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 314 13,234 0 09 Sep 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 79 361 0 30 Jun 2015