Generalization of Reinforcement Learning with Policy-Aware Adversarial Data Augmentation

29 June 2021

Papers citing "Generalization of Reinforcement Learning with Policy-Aware Adversarial Data Augmentation"

12 / 12 papers shown

Title
Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation Abdulaziz Almuzairee Rohan Patil Dwait Bhatt Henrik I. Christensen 31 0 0 07 May 2025
Zero-Shot Action Generalization with Limited Observations Abdullah Alchihabi Hanping Zhang Yuhong Guo OffRL 39 0 0 11 Mar 2025
Inductive Biases for Zero-shot Systematic Generalization in Language-informed Reinforcement Learning Negin Hashemi Dijujin Seyed Roozbeh Razavi Rohani Mohammad Samiei M. Baghshah 53 0 0 28 Jan 2025
A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning Abdulaziz Almuzairee Nicklas Hansen Henrik I. Christensen 35 6 0 27 May 2024
Policy Learning for Off-Dynamics RL with Deficient Support Linh Le Pham Van Hung The Tran Sunil R. Gupta 26 1 0 16 Feb 2024
Adversarial Style Transfer for Robust Policy Optimization in Deep Reinforcement Learning Md Masudur Rahman Yexiang Xue 16 3 0 29 Aug 2023
Exploiting Generalization in Offline Reinforcement Learning via Unseen State Augmentations Nirbhay Modhe Qiaozi Gao A. Kalyan Dhruv Batra Govind Thattai Gaurav Sukhatme OffRL 18 2 0 07 Aug 2023
VIBR: Learning View-Invariant Value Functions for Robust Visual Control Tom Dupuis Jaonary Rabarisoa Q. C. Pham David Filliat 25 0 0 14 Jun 2023
A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning Guozheng Ma Zhen Wang Zhecheng Yuan Xueqian Wang Bo Yuan Dacheng Tao OffRL 30 26 0 10 Oct 2022
Hyperbolic Deep Reinforcement Learning Edoardo Cetin B. Chamberlain Michael M. Bronstein Jonathan J. Hunt 43 20 0 04 Oct 2022
A Survey of Zero-shot Generalisation in Deep Reinforcement Learning Robert Kirk Amy Zhang Edward Grefenstette Tim Rocktaschel OffRL 17 154 0 18 Nov 2021
Improving Generalization in Reinforcement Learning with Mixture Regularization Kaixin Wang Bingyi Kang Jie Shao Jiashi Feng 104 116 0 21 Oct 2020