Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning

28 April 2017

Papers citing "Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning"

9 / 9 papers shown

Title
Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems Xiao-Yang Liu Ming Zhu S. Borst A. Elwalid 74 9 0 04 Feb 2023
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 164 1,536 0 25 Jan 2017
Using a Deep Reinforcement Learning Agent for Traffic Signal Control Wade Genders S. Razavi 63 284 0 03 Nov 2016
Deep learning is competing random forest in computational docking Mohamed A. Khamis Walid Gomaa Basem Galal 23 8 0 23 Aug 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
Gradient Estimation Using Stochastic Computation Graphs John Schulman N. Heess T. Weber Pieter Abbeel OffRL 133 393 0 17 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 125 12,227 0 19 Dec 2013
Experiments with Infinite-Horizon, Policy-Gradient Estimation Jonathan Baxter Peter L. Bartlett Lex Weaver 72 172 0 03 Jun 2011