DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light
Control in the IoV

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DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light Control in the IoV

3 September 2020

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Papers citing "DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light Control in the IoV"

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Title
Distributed Vehicular Computing at the Dawn of 5G: a Survey A. Alhilal Benjamin Finley Tristan Braud Dongzhe Su Pan Hui 40 16 0 20 Jan 2020
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control Tianshu Chu Jie Wang Lara Codecà Zhaojian Li 44 672 0 11 Mar 2019
Simple random search provides a competitive approach to reinforcement learning Horia Mania Aurelia Guy Benjamin Recht 62 316 0 19 Mar 2018
RLlib: Abstractions for Distributed Reinforcement Learning Eric Liang Richard Liaw Philipp Moritz Robert Nishihara Roy Fox Ken Goldberg Joseph E. Gonzalez Michael I. Jordan Ion Stoica OffRL AI4CE 66 175 0 26 Dec 2017
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 105 1,266 0 16 Dec 2017
Rainbow: Combining Improvements in Deep Reinforcement Learning Matteo Hessel Joseph Modayil H. V. Hasselt Tom Schaul Georg Ostrovski Will Dabney Dan Horgan Bilal Piot M. G. Azar David Silver OffRL 107 2,268 0 06 Oct 2017
A Distributional Perspective on Reinforcement Learning Marc G. Bellemare Will Dabney Rémi Munos OffRL 98 1,506 0 21 Jul 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 526 19,237 0 20 Jul 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 104 1,541 0 10 Mar 2017
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 127 12,265 0 19 Dec 2013