Real-time system optimal traffic routing under uncertainties -- Can
physics models boost reinforcement learning?

Real-time system optimal traffic routing under uncertainties -- Can physics models boost reinforcement learning?

10 July 2024

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Papers citing "Real-time system optimal traffic routing under uncertainties -- Can physics models boost reinforcement learning?"

11 / 11 papers shown

Title
Hybrid Reinforcement Learning-Based Eco-Driving Strategy for Connected and Automated Vehicles at Signalized Intersections Zhengwei Bai Peng Hao ShangGuan Wei B. Cai Matthew Barth 28 102 0 19 Jan 2022
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Zhenning Li Hao Yu Guohui Zhang Shangjia Dong Cheng-Zhong Xu 39 110 0 20 Apr 2021
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey Ammar Haydari Y. Yilmaz AI4TS 89 462 0 02 May 2020
Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning Jianyu Chen Shengbo Eben Li Masayoshi Tomizuka 104 235 0 23 Jan 2020
Measuring the Reliability of Reinforcement Learning Algorithms Stephanie C. Y. Chan Sam Fishman John F. Canny Anoop Korattikara Balan S. Guadarrama 49 84 0 10 Dec 2019
Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs Wei-Ying Ma Xidong Pi Sean Qian 22 60 0 12 Mar 2019
Soft Actor-Critic Algorithms and Applications Tuomas Haarnoja Aurick Zhou Kristian Hartikainen George Tucker Sehoon Ha ... Vikash Kumar Henry Zhu Abhishek Gupta Pieter Abbeel Sergey Levine 136 2,430 0 13 Dec 2018
Automated vehicle's behavior decision making using deep reinforcement learning and high-fidelity simulation environment Yingjun Ye Xiaohui Zhang Jian Sun 33 132 0 17 Apr 2018
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 175 5,187 0 26 Feb 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 499 19,065 0 20 Jul 2017
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 320 13,248 0 09 Sep 2015