Dueling Network Architectures for Deep Reinforcement Learning

20 November 2015

Papers citing "Dueling Network Architectures for Deep Reinforcement Learning"

50 / 362 papers shown

Title
SocNavGym: A Reinforcement Learning Gym for Social Navigation Aditya Kapoor Sushant Swamy Luis J. Manso P. Bachiller 47 2 0 27 Apr 2023
Towards Effective and Interpretable Human-Agent Collaboration in MOBA Games: A Communication Perspective Yiming Gao Feiyu Liu Liang Wang Zhenjie Lian Weixuan Wang ... Jiawei Wang Qiang Fu Wei Yang Lanxiao Huang Wei Liu 34 6 0 23 Apr 2023
Autonomous Agent for Beyond Visual Range Air Combat: A Deep Reinforcement Learning Approach Joao P. A. Dantas Marcos R. O. A. Máximo Takashi Yoneyama 13 4 0 19 Apr 2023
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning Chaofan Ma Qisen Xu Xiangfeng Wang Bo Jin Xiaoyun Zhang Yanfeng Wang Ya-Qin Zhang 29 22 0 19 Mar 2023
Conversational Tree Search: A New Hybrid Dialog Task Dirk Vath Lindsey Vanderlyn Ngoc Thang Vu 45 7 0 17 Mar 2023
RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement Learning Jasmina Gajcin Ivana Dusparic CML 24 3 0 08 Mar 2023
Reinforcement Learning Based Self-play and State Stacking Techniques for Noisy Air Combat Environment A. Tasbas S. O. Sahin N. K. Üre 15 3 0 06 Mar 2023
Double A3C: Deep Reinforcement Learning on OpenAI Gym Games Yangxin Zhong Jiajie He Ling-Xue Kong OffRL 8 2 0 04 Mar 2023
Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning A. Castagna Ivana Dusparic OffRL 16 2 0 02 Mar 2023
Model-based Constrained MDP for Budget Allocation in Sequential Incentive Marketing Shuai Xiao Le Guo Zaifan Jiang Lei Lv Yuanbo Chen Jun Zhu Shuang Yang 19 21 0 02 Mar 2023
MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization Yongsheng Mei Hanhan Zhou Tian-Shing Lan Guru Venkataramani Peng Wei 39 38 0 21 Feb 2023
Robot path planning using deep reinforcement learning Miguel Quinones-Ramirez Jorge Ríos-Martínez Víctor Uc Cetina SSL 17 5 0 17 Feb 2023
Guiding Pretraining in Reinforcement Learning with Large Language Models Yuqing Du Olivia Watkins Zihan Wang Cédric Colas Trevor Darrell Pieter Abbeel Abhishek Gupta Jacob Andreas LM&Ro 21 174 0 13 Feb 2023
Modeling human road crossing decisions as reward maximization with visual perception limitations Yueyang Wang Aravinda Ramakrishnan Srinivasan Jussi P. P. Jokinen Antti Oulasvirta Gustav Markkula 23 4 0 27 Jan 2023
A Survey of Meta-Reinforcement Learning Jacob Beck Risto Vuorio E. Liu Zheng Xiong L. Zintgraf Chelsea Finn Shimon Whiteson OOD OffRL 37 122 0 19 Jan 2023
Self-Motivated Multi-Agent Exploration Shaowei Zhang Jiahan Cao Lei Yuan Yang Yu De-Chuan Zhan 41 5 0 05 Jan 2023
PPO-UE: Proximal Policy Optimization via Uncertainty-Aware Exploration Qisheng Zhang Zhen Guo A. Jøsang Lance M. Kaplan F. Chen Dong-Ho Jeong Jin-Hee Cho 15 0 0 13 Dec 2022
Learning Physically Realizable Skills for Online Packing of General 3D Shapes Hang Zhao Zherong Pan Yang Yu Kai Xu OffRL 31 13 0 05 Dec 2022
On-device Training: A First Overview on Existing Systems Shuai Zhu Thiemo Voigt Jeonggil Ko Fatemeh Rahimian 34 14 0 01 Dec 2022
Representation Learning for Continuous Action Spaces is Beneficial for Efficient Policy Learning Tingting Zhao Ying Wang Weidong Sun Yarui Chen Gang Niu Masashi Sugiyama 19 1 0 23 Nov 2022
Giving Feedback on Interactive Student Programs with Meta-Exploration E. Liu Moritz Stephan Allen Nie Chris Piech Emma Brunskill Chelsea Finn AI4Ed 30 8 0 16 Nov 2022
Boosting Object Representation Learning via Motion and Object Continuity Quentin Delfosse Wolfgang Stammer Thomas Rothenbacher Dwarak Vittal Kristian Kersting OCL 37 20 0 16 Nov 2022
Vision-based navigation and obstacle avoidance via deep reinforcement learning P. Blum Peter Crowley G. Lykotrafitis 14 2 0 09 Nov 2022
Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framework, Survey, and Challenges Qi Liu Xueyuan Li Zirui Li Jingda Wu Guodong Du Xinlu Gao Fan Yang Shihua Yuan 41 8 0 06 Nov 2022
Path Planning Using Wassertein Distributionally Robust Deep Q-learning Cem Alptürk Venkatraman Renganathan OOD 16 0 0 04 Nov 2022
A Survey on Reinforcement Learning in Aviation Applications Pouria Razzaghi Amin Tabrizian Wei Guo Shulu Chen Abenezer Taye Ellis E. Thompson Alexis Bregeon Ali Baheri Peng Wei OffRL 21 52 0 03 Nov 2022
Sensor Control for Information Gain in Dynamic, Sparse and Partially Observed Environments J. Burns A. Sundaresan Pedro Sequeira Vidyasagar Sadhu 16 0 0 03 Nov 2022
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications Can Li Lei Bai L. Yao S. Waller Wei Liu 35 14 0 26 Oct 2022
Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities Jasmina Gajcin Ivana Dusparic CML OffRL 35 8 0 21 Oct 2022
ProSky: NEAT Meets NOMA-mmWave in the Sky of 6G Ahmed Benfaid N. Adem Abdurrahman Elmaghbub 16 1 0 13 Oct 2022
Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning Yongyuan Liang Yanchao Sun Ruijie Zheng Furong Huang OOD AAML OffRL 20 47 0 12 Oct 2022
A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning Guozheng Ma Zhen Wang Zhecheng Yuan Xueqian Wang Bo Yuan Dacheng Tao OffRL 35 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
Bayesian Q-learning With Imperfect Expert Demonstrations Fengdi Che Xiru Zhu Doina Precup D. Meger Gregory Dudek 14 2 0 01 Oct 2022
Reinforcement Learning Algorithms: An Overview and Classification Fadi AlMahamid Katarina Grolinger 16 40 0 29 Sep 2022
Resource Allocation for Mobile Metaverse with the Internet of Vehicles over 6G Wireless Communications: A Deep Reinforcement Learning Approach Terence Jie Chua Wen-li Yu Jun Zhao 24 16 0 27 Sep 2022
Pretraining the Vision Transformer using self-supervised methods for vision based Deep Reinforcement Learning Manuel Goulão Arlindo L. Oliveira ViT 33 6 0 22 Sep 2022
MAN: Multi-Action Networks Learning Keqin Wang Alison Bartsch A. Farimani 14 3 0 19 Sep 2022
Self-Optimizing Feature Transformation Meng Xiao Dongjie Wang Min-Ying Wu Kunpeng Liu Hui Xiong Yuanchun Zhou Yanjie Fu 30 3 0 16 Sep 2022
M $^2$ DQN: A Robust Method for Accelerating Deep Q-learning Network Zhe Zhang Yukun Zou Junjie Lai Qinglong Xu 11 4 0 16 Sep 2022
Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks Litian Liang Yaosheng Xu Stephen Marcus McAleer Dailin Hu Alexander Ihler Pieter Abbeel Roy Fox OOD 14 16 0 16 Sep 2022
Reward Delay Attacks on Deep Reinforcement Learning Anindya Sarkar Jiarui Feng Yevgeniy Vorobeychik Christopher Gill Ning Zhang AAML 13 6 0 08 Sep 2022
Prediction Based Decision Making for Autonomous Highway Driving Mustafa Yildirim Sajjad Mozaffari Lucy McCutcheon M. Dianati Alireza Tamaddoni-Nezhad Saber Fallah 16 7 0 05 Sep 2022
Distributed Ensembles of Reinforcement Learning Agents for Electricity Control Pierrick Pochelu S. Petiton B. Conche AI4CE 25 2 0 30 Aug 2022
DRL-M4MR: An Intelligent Multicast Routing Approach Based on DQN Deep Reinforcement Learning in SDN Chenwei Zhao Miao Ye Xingsi Xue Jianhui Lv Qiuxiang Jiang Yong Wang 11 17 0 31 Jul 2022
Asynchronous Curriculum Experience Replay: A Deep Reinforcement Learning Approach for UAV Autonomous Motion Control in Unknown Dynamic Environments Zijian Hu Xiao-guang Gao Kaifang Wan Qianglong Wang Yiwei Zhai 34 10 0 04 Jul 2022
Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound Yuxin Zou Haoran Dou Yuhao Huang Xin Yang Jikuan Qian ... Nishant Ravikumar Guoqiang Chen Weijun Huang Alejandro F. Frangi Dong Ni MedIm 28 7 0 01 Jul 2022
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach Syrine Belakaria J. Doppa Nicolò Fusi Rishit Sheth 18 7 0 25 Jun 2022
A Search-Based Testing Approach for Deep Reinforcement Learning Agents Amirhossein Zolfagharian Manel Abdellatif Lionel C. Briand M. Bagherzadeh Ramesh S 37 27 0 15 Jun 2022
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? Xiang Li Jinghuan Shang Srijan Das Michael S. Ryoo SSL 27 31 0 10 Jun 2022