Learning to Simulate on Sparse Trajectory Data

Learning to Simulate on Sparse Trajectory Data

22 March 2021

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Papers citing "Learning to Simulate on Sparse Trajectory Data"

12 / 12 papers shown

Title
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario Huichu Zhang Siyuan Feng Chang-rui Liu Yaoyao Ding Yichen Zhu Zihan Zhou Weinan Zhang Yong Yu Haiming Jin Z. Li AI4TS AI4CE 39 284 0 13 May 2019
CoLight: Learning Network-level Cooperation for Traffic Signal Control Hua Wei Nan Xu Huichu Zhang Guanjie Zheng Xinshi Zang Chacha Chen Weinan Zhang Yanmin Zhu Kai Xu Z. Li 59 361 0 11 May 2019
A Survey on Traffic Signal Control Methods Hua Wei Guanjie Zheng Vikash V. Gayah Z. Li 48 237 0 17 Apr 2019
Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference Xianfeng Tang Boqing Gong Yanwei Yu Huaxiu Yao Yandong Li Haiyong Xie Xiaoyu Wang 391 39 0 25 Feb 2019
Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning Yuankai Wu Huachun Tan B. Ran AI4CE 38 17 0 25 Oct 2018
Multi-Agent Generative Adversarial Imitation Learning Jiaming Song Hongyu Ren Dorsa Sadigh Stefano Ermon GAN 52 222 0 26 Jul 2018
Behavioral Cloning from Observation F. Torabi Garrett A. Warnell Peter Stone OffRL 113 730 0 04 May 2018
Multi-Agent Imitation Learning for Driving Simulation Raunak P. Bhattacharyya Derek J. Phillips Blake Wulfe Jeremy Morton Alex Kuefler Mykel J. Kochenderfer 64 120 0 02 Mar 2018
Imitating Driver Behavior with Generative Adversarial Networks Alex Kuefler Jeremy Morton T. Wheeler Mykel Kochenderfer GAN 79 407 0 24 Jan 2017
A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification Steven Cheng-Xian Li Benjamin M. Marlin AI4TS BDL 52 87 0 14 Jun 2016
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 156 3,119 0 10 Jun 2016
Trust Region Policy Optimization John Schulman Sergey Levine Philipp Moritz Michael I. Jordan Pieter Abbeel 277 6,793 0 19 Feb 2015

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