Deep Reinforcement Learning for Autonomous Cyber Operations: A Survey

Deep Reinforcement Learning for Autonomous Cyber Operations: A Survey

11 October 2023

Daniel J.B. Harrold

Papers citing "Deep Reinforcement Learning for Autonomous Cyber Operations: A Survey"

13 / 63 papers shown

Title
Towards a Neural Statistician Harrison Edwards Amos Storkey BDL 78 427 0 07 Jun 2016
Unifying Count-Based Exploration and Intrinsic Motivation Marc G. Bellemare S. Srinivasan Georg Ostrovski Tom Schaul D. Saxton Rémi Munos 169 1,478 0 06 Jun 2016
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation Tejas D. Kulkarni Karthik Narasimhan A. Saeedi J. Tenenbaum 68 1,135 0 20 Apr 2016
Deep Reinforcement Learning from Self-Play in Imperfect-Information Games Johannes Heinrich David Silver SSL 50 401 0 03 Mar 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 197 8,851 0 04 Feb 2016
Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions P. Sunehag Richard Evans Gabriel Dulac-Arnold Yori Zwols D. Visentin Ben Coppin 69 43 0 03 Dec 2015
Dueling Network Architectures for Deep Reinforcement Learning Ziyun Wang Tom Schaul Matteo Hessel H. V. Hasselt Marc Lanctot Nando de Freitas OffRL 91 3,755 0 20 Nov 2015
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 217 3,788 0 18 Nov 2015
DeepFool: a simple and accurate method to fool deep neural networks Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi P. Frossard AAML 151 4,895 0 14 Nov 2015
Deep Reinforcement Learning in Parameterized Action Space Matthew J. Hausknecht Peter Stone 50 308 0 13 Nov 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 167 7,639 0 22 Sep 2015
The Arcade Learning Environment: An Evaluation Platform for General Agents Marc G. Bellemare Yavar Naddaf J. Veness Michael Bowling 114 3,006 0 19 Jul 2012
Efficient Solution Algorithms for Factored MDPs Carlos Guestrin D. Koller Ronald E. Parr Shobha Venkataraman 121 538 0 09 Jun 2011