Deep Reinforcement Learning with Double Q-learning

22 September 2015

David Silver

Papers citing "Deep Reinforcement Learning with Double Q-learning"

50 / 947 papers shown

Title
M $^2$ DQN: A Robust Method for Accelerating Deep Q-learning Network Zhe Zhang Yukun Zou Junjie Lai Qinglong Xu 18 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 32 17 0 16 Sep 2022
On the Reuse Bias in Off-Policy Reinforcement Learning Chengyang Ying Zhongkai Hao Xinning Zhou Hang Su Dong Yan Jun Zhu OffRL 45 3 0 15 Sep 2022
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees Zichuan Liu Zichuan Liu Zhi Wang Yuanyang Zhu Chunlin Chen 66 5 0 15 Sep 2022
Ask Before You Act: Generalising to Novel Environments by Asking Questions Ross Murphy S. Mosesov Javier Leguina Peral Thymo ter Doest LRM 32 0 0 10 Sep 2022
Task-Agnostic Learning to Accomplish New Tasks Xianqi Zhang Xingtao Wang Xu Liu Wenrui Wang Xiaopeng Fan Debin Zhao OffRL 91 0 0 09 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 18 7 0 05 Sep 2022
Model-Free Deep Reinforcement Learning in Software-Defined Networks Luke Borchjes Clement N. Nyirenda L. Leenen 29 1 0 03 Sep 2022
Reinforcement Learning with Prior Policy Guidance for Motion Planning of Dual-Arm Free-Floating Space Robot Yu-wen Cao Shengjie Wang Xiang Zheng Wen-Xuan Ma Xinru Xie Lei Liu 13 25 0 03 Sep 2022
Distributed Ensembles of Reinforcement Learning Agents for Electricity Control Pierrick Pochelu S. Petiton B. Conche AI4CE 33 2 0 30 Aug 2022
An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm Boyin Jin 24 1 0 23 Aug 2022
Quantum Multi-Agent Meta Reinforcement Learning Won Joon Yun Jihong Park Joongheon Kim 32 37 0 22 Aug 2022
A Review of the Convergence of 5G/6G Architecture and Deep Learning O. Odeyomi Olubiyi O. Akintade T. Olowu G. Záruba AILaw 3DV AI4TS 28 1 0 16 Aug 2022
Implicit Two-Tower Policies Yunfan Zhao Qingkai Pan K. Choromanski Deepali Jain Vikas Sindhwani OffRL 36 3 0 02 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 27 17 0 31 Jul 2022
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs Masatoshi Uehara Haruka Kiyohara Andrew Bennett Victor Chernozhukov Nan Jiang Nathan Kallus C. Shi Wen Sun OffRL 34 16 0 26 Jul 2022
Adaptive Decision Making at the Intersection for Autonomous Vehicles Based on Skill Discovery Xianqi He Ling Yang Chao Lu Zirui Li Jian-wei Gong 29 1 0 24 Jul 2022
Graph-Structured Policy Learning for Multi-Goal Manipulation Tasks David Klee Ondrej Biza Robert Platt OffRL 32 1 0 22 Jul 2022
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems Luke Chen Mohanad Odema Mohammad Abdullah Al Faruque 32 4 0 18 Jul 2022
Robust AI Driving Strategy for Autonomous Vehicles S. Nageshrao Yousaf Rahman V. Ivanovic M. Janković E. Tseng M. Hafner Dimitar Filev 44 4 0 16 Jul 2022
Self-Play PSRO: Toward Optimal Populations in Two-Player Zero-Sum Games Stephen Marcus McAleer JB Lanier Kevin A. Wang Pierre Baldi Roy Fox Tuomas Sandholm 40 18 0 13 Jul 2022
Hindsight Learning for MDPs with Exogenous Inputs Sean R. Sinclair Felipe Vieira Frujeri Ching-An Cheng Luke Marshall Hugo Barbalho Jingling Li Jennifer Neville Ishai Menache Adith Swaminathan 18 23 0 13 Jul 2022
Multi-objective Optimization of Notifications Using Offline Reinforcement Learning Prakruthi Prabhakar Yiping Yuan Guangyu Yang Wensheng Sun A. Muralidharan OffRL 28 6 0 07 Jul 2022
Offline RL Policies Should be Trained to be Adaptive Dibya Ghosh Anurag Ajay Pulkit Agrawal Sergey Levine OffRL 35 45 0 05 Jul 2022
Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization Yuan Zhang Jianhong Wang Joschka Boedecker 43 3 0 05 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 45 10 0 04 Jul 2022
A Survey on Active Simultaneous Localization and Mapping: State of the Art and New Frontiers Julio A. Placed Jared Strader Henry Carrillo Nikolay Atanasov Vadim Indelman Luca Carlone J. A. Castellanos 35 178 0 01 Jul 2022
Conditionally Elicitable Dynamic Risk Measures for Deep Reinforcement Learning Anthony Coache S. Jaimungal Á. Cartea 30 13 0 29 Jun 2022
Imitate then Transcend: Multi-Agent Optimal Execution with Dual-Window Denoise PPO Jin Fang Jiacheng Weng Yi Xiang Xinwen Zhang OffRL 29 2 0 21 Jun 2022
Sampling Efficient Deep Reinforcement Learning through Preference-Guided Stochastic Exploration Wenhui Huang Cong Zhang Jingda Wu Xiangkun He Jie Zhang Chengqi Lv 32 8 0 20 Jun 2022
Cooperative Edge Caching via Multi Agent Reinforcement Learning in Fog Radio Access Networks Qi Chang Yanxiang Jiang F. Zheng M. Bennis X. You 11 7 0 20 Jun 2022
A Universal Adversarial Policy for Text Classifiers Gallil Maimon Lior Rokach AAML 19 10 0 19 Jun 2022
BYOL-Explore: Exploration by Bootstrapped Prediction Z. Guo S. Thakoor Miruna Pislar Bernardo Avila-Pires Florent Altché ... Yunhao Tang Michal Valko Rémi Munos M. G. Azar Bilal Piot 27 69 0 16 Jun 2022
A Search-Based Testing Approach for Deep Reinforcement Learning Agents Amirhossein Zolfagharian Manel Abdellatif Lionel C. Briand M. Bagherzadeh Ramesh S 55 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 40 32 0 10 Jun 2022
AAM-Gym: Artificial Intelligence Testbed for Advanced Air Mobility Marc Brittain Luis E. Alvarez Kara Breeden Ian Jessen 28 8 0 09 Jun 2022
Goal-Space Planning with Subgoal Models Chun-Ping Lo Kevin Roice Parham Mohammad Panahi Scott M. Jordan Adam White Gábor Mihucz Farzane Aminmansour Martha White 29 5 0 06 Jun 2022
Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress Rishabh Agarwal Max Schwarzer Pablo Samuel Castro Rameswar Panda Marc G. Bellemare OffRL OnRL 37 63 0 03 Jun 2022
Deep Transformer Q-Networks for Partially Observable Reinforcement Learning Kevin Esslinger Robert Platt Chris Amato OffRL 35 36 0 02 Jun 2022
Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards Saurabh Jha Shengkun Cui Zbigniew T. Kalbarczyk Ravishankar Iyer LLMSV 24 1 0 02 Jun 2022
Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning Yinglun Xu Qi Zeng Gagandeep Singh AAML 42 6 0 30 May 2022
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction Dongjie Wang Yanjie Fu Kunpeng Liu Xiaolin Li Yan Solihin 37 30 0 28 May 2022
Reinforcement Learning for Branch-and-Bound Optimisation using Retrospective Trajectories Christopher W. F. Parsonson Alexandre Laterre Thomas D. Barrett 34 19 0 28 May 2022
Automated Dynamic Algorithm Configuration Steven Adriaensen André Biedenkapp Gresa Shala Noor H. Awad Theresa Eimer Marius Lindauer Frank Hutter 44 37 0 27 May 2022
Verifying Learning-Based Robotic Navigation Systems Guy Amir Davide Corsi Raz Yerushalmi Luca Marzari D. Harel Alessandro Farinelli Guy Katz 94 37 0 26 May 2022
An Experimental Comparison Between Temporal Difference and Residual Gradient with Neural Network Approximation Shuyu Yin Yaoyu Zhang Peilin Liu Z. Xu 31 2 0 25 May 2022
Deep Reinforcement Learning for Multi-class Imbalanced Training Jenny Yang Rasheed el-Bouri Odhran O'Donoghue Alexander S. Lachapelle A. Soltan David Clifton OffRL AI4CE 24 10 0 24 May 2022
MetaSlicing: A Novel Resource Allocation Framework for Metaverse N. Chu D. Hoang Diep N. Nguyen Khoa T. Phan E. Dutkiewicz Dusist Niyato Tao Shu 55 46 0 23 May 2022
Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation Qingfeng Lan Yangchen Pan Jun Luo A. R. Mahmood OffRL 39 8 0 22 May 2022