Ranked Reward: Enabling Self-Play Reinforcement Learning for
Combinatorial Optimization

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Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization

4 July 2018

Alexandre Laterre

Mohamed Khalil Jabri

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Papers citing "Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization"

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Title
Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey Aske Plaat W. Kosters Mike Preuss BDL OffRL 96 17 0 11 Aug 2020
A0C: Alpha Zero in Continuous Action Space Thomas M. Moerland Joost Broekens Aske Plaat Catholijn M. Jonker 83 48 0 24 May 2018
Ray: A Distributed Framework for Emerging AI Applications Philipp Moritz Robert Nishihara Stephanie Wang Alexey Tumanov Richard Liaw ... Melih Elibol Zongheng Yang William Paul Michael I. Jordan Ion Stoica GNN 102 1,258 0 16 Dec 2017
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm David Silver Thomas Hubert Julian Schrittwieser Ioannis Antonoglou Matthew Lai ... D. Kumaran T. Graepel Timothy Lillicrap Karen Simonyan Demis Hassabis 143 1,775 0 05 Dec 2017
Emergent Complexity via Multi-Agent Competition Trapit Bansal J. Pachocki Szymon Sidor Ilya Sutskever Igor Mordatch 61 390 0 10 Oct 2017
Solving a New 3D Bin Packing Problem with Deep Reinforcement Learning Method Haoyuan Hu Xiaodong Zhang Xiaowei Yan Longfei Wang Yinghui Xu 57 129 0 20 Aug 2017
Thinking Fast and Slow with Deep Learning and Tree Search Thomas W. Anthony Zheng Tian David Barber 102 397 0 23 May 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 158 1,492 0 29 Nov 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 199 8,859 0 04 Feb 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 121 3,055 0 09 Jun 2015