Leveraging Human Guidance for Deep Reinforcement Learning Tasks

Leveraging Human Guidance for Deep Reinforcement Learning Tasks

21 September 2019

Ruohan Zhang

Papers citing "Leveraging Human Guidance for Deep Reinforcement Learning Tasks"

12 / 12 papers shown

Title
Actionable AI: Enabling Non Experts to Understand and Configure AI Systems Cécile Boulard Sruthi Viswanathan Wanda Fey Thierry Jacquin 46 0 0 09 Mar 2025
Deep reinforcement learning applied to an assembly sequence planning problem with user preferences M. Neves Pedro Neto OffRL 24 17 0 13 Apr 2023
A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning Guozheng Ma Zhen Wang Zhecheng Yuan Xueqian Wang Bo Yuan Dacheng Tao OffRL 38 26 0 10 Oct 2022
Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework Shunyu Liu Kaixuan Chen Na Yu Mingli Song Zunlei Feng Mingli Song 47 1 0 05 Jul 2022
Good Time to Ask: A Learning Framework for Asking for Help in Embodied Visual Navigation Jenny Zhang Samson Yu Jiafei Duan Cheston Tan 36 4 0 20 Jun 2022
Human-in-the-loop Machine Learning: A Macro-Micro Perspective Jiangtao Wang Bin Guo Liming Chen 42 8 0 21 Feb 2022
Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks Ruohan Zhang F. Torabi Garrett A. Warnell Peter Stone 78 28 0 13 Jul 2021
Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach Shashi Suman Ali Etemad F. Rivest 27 15 0 26 Feb 2021
Accelerating Reinforcement Learning Agent with EEG-based Implicit Human Feedback Duo Xu Mohit Agarwal Ekansh Gupta Faramarz Fekri Raghupathy Sivakumar OffRL 22 11 0 30 Jun 2020
Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation L. Guan Mudit Verma Sihang Guo Ruohan Zhang Subbarao Kambhampati 43 42 0 26 Jun 2020
Faster and Safer Training by Embedding High-Level Knowledge into Deep Reinforcement Learning Haodi Zhang Zihang Gao Yi Zhou Haotong Zhang Kaishun Wu Fangzhen Lin AI4CE 27 17 0 22 Oct 2019
Unity: A General Platform for Intelligent Agents Arthur Juliani Vincent-Pierre Berges Esh Vckay Andrew Cohen Jonathan Harper ... Chris Goy Yuan Gao Hunter Henry Marwan Mattar Danny Lange 16 808 0 07 Sep 2018