Augmenting Reinforcement Learning with Transformer-based Scene
Representation Learning for Decision-making of Autonomous Driving

Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving

24 August 2022

Papers citing "Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving"

10 / 10 papers shown

Title
Broad Critic Deep Actor Reinforcement Learning for Continuous Control Shiron Thalagala Pak Kin Wong Xiaozheng Wang Tianang Sun OffRL 71 0 0 24 Nov 2024
A Survey of Vision Transformers in Autonomous Driving: Current Trends and Future Directions Quoc-Vinh Lai-Dang ViT 33 2 0 12 Mar 2024
Efficient and Generalized end-to-end Autonomous Driving System with Latent Deep Reinforcement Learning and Demonstrations Zuojin Tang Xiaoyu Chen YongQiang Li Jianyu Chen 24 2 0 22 Jan 2024
Towards Socially Responsive Autonomous Vehicles: A Reinforcement Learning Framework with Driving Priors and Coordination Awareness Jiaqi Liu Donghao Zhou Peng Hang Ying Ni Jian Sun 42 17 0 18 Sep 2023
Transformers in Reinforcement Learning: A Survey Pranav Agarwal A. Rahman P. St-Charles Simon J. D. Prince Samira Ebrahimi Kahou OffRL 24 18 0 12 Jul 2023
Learning Interaction-aware Motion Prediction Model for Decision-making in Autonomous Driving Zhiyu Huang Haochen Liu Jingda Wu Wenhui Huang Chen Lv 31 17 0 08 Feb 2023
Improved Deep Reinforcement Learning with Expert Demonstrations for Urban Autonomous Driving Haochen Liu Zhiyu Huang Jingda Wu Chen Lv 40 70 0 18 Feb 2021
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Ming Zhou Jun Luo Julian Villela Yaodong Yang David Rusu ... H. Ammar Hongbo Zhang Wulong Liu Jianye Hao Jun Wang 139 193 0 19 Oct 2020
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 165 1,632 0 02 Feb 2020
Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles S. Aradi 210 435 0 30 Jan 2020