Objective-aware Traffic Simulation via Inverse Reinforcement Learning

20 May 2021

Papers citing "Objective-aware Traffic Simulation via Inverse Reinforcement Learning"

8 / 8 papers shown

Title
Analyzing Closed-loop Training Techniques for Realistic Traffic Agent Models in Autonomous Highway Driving Simulations Matthias Bitzer Reinis Cimurs Benjamin Coors Johannes Goth Sebastian Ziesche Philipp Geiger Maximilian Naumann 31 0 0 21 Oct 2024
Human-Modeling in Sequential Decision-Making: An Analysis through the Lens of Human-Aware AI Silvia Tulli Stylianos Loukas Vasileiou S. Sreedharan 42 1 0 13 May 2024
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning Luke Rowe Roger Girgis Anthony Gosselin Bruno Carrez Florian Golemo Felix Heide Liam Paull Christopher Pal 43 4 0 29 Mar 2024
LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation Ke Guo Zhenwei Miao Wei Jing Weiwei Liu Weizi Li Dayang Hao Jia Pan 44 8 0 26 Mar 2024
Data-driven Traffic Simulation: A Comprehensive Review Di Chen Meixin Zhu H. Yang Xuesong Wang Yinhai Wang 26 26 0 24 Oct 2023
Curricular Subgoals for Inverse Reinforcement Learning Shunyu Liu Yunpeng Qing Shuqi Xu Hongyan Wu Jiangtao Zhang Jingyuan Cong Tianhao Chen Yunfu Liu Mingli Song 21 0 0 14 Jun 2023
Inverse Reinforcement Learning for Text Summarization Yujiao Fu Deyi Xiong Yue Dong 37 4 0 19 Dec 2022
TrajGen: Generating Realistic and Diverse Trajectories with Reactive and Feasible Agent Behaviors for Autonomous Driving Qichao Zhang Yinfeng Gao Yikang Zhang Youtian Guo Dawei Ding Yunpeng Wang Peng Sun Dongbin Zhao 19 34 0 31 Mar 2022