Dueling Network Architectures for Deep Reinforcement Learning

20 November 2015

Papers citing "Dueling Network Architectures for Deep Reinforcement Learning"

50 / 362 papers shown

Title
Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress Rishabh Agarwal Max Schwarzer P. S. Castro Aaron C. Courville Marc G. Bellemare OffRL OnRL 26 64 0 03 Jun 2022
Critic Sequential Monte Carlo Vasileios Lioutas J. Lavington Justice Sefas Matthew Niedoba Yunpeng Liu Berend Zwartsenberg Setareh Dabiri Frank D. Wood Adam Scibior 44 7 0 30 May 2022
DEP-RL: Embodied Exploration for Reinforcement Learning in Overactuated and Musculoskeletal Systems Pierre Schumacher D. Haeufle Dieter Buchler S. Schmitt Georg Martius 15 31 0 30 May 2022
Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning Yinglun Xu Qi Zeng Gagandeep Singh AAML 30 5 0 30 May 2022
Learning to Solve Combinatorial Graph Partitioning Problems via Efficient Exploration Thomas D. Barrett Christopher W. F. Parsonson Alexandre Laterre 23 10 0 27 May 2022
An Experimental Comparison Between Temporal Difference and Residual Gradient with Neural Network Approximation Shuyu Yin Tao Luo Peilin Liu Z. Xu 16 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 A. Clifton OffRL AI4CE 22 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 28 45 0 23 May 2022
Distributed Multi-Agent Deep Reinforcement Learning for Robust Coordination against Noise Yoshinari Motokawa T. Sugawara 22 2 0 19 May 2022
Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning Yufan Zhang Honglin Wen Qiuwei Wu Qiang Ai 12 21 0 18 May 2022
Robust Losses for Learning Value Functions Andrew Patterson Victor Liao Martha White 23 12 0 17 May 2022
CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning Chenyu Sun Hangwei Qian C. Miao OffRL 24 12 0 02 May 2022
A Survey of Traversability Estimation for Mobile Robots Christos Sevastopoulos S. Konstantopoulos 40 34 0 22 Apr 2022
Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks Zehua Wang Guogang Liao Xiaowen Shi Xiaoxu Wu Chuheng Zhang Yongkang Wang Xingxing Wang Dong Wang OffRL 19 4 0 02 Apr 2022
Orchestrated Value Mapping for Reinforcement Learning Mehdi Fatemi Arash Tavakoli 17 8 0 14 Mar 2022
Multi-robot Cooperative Pursuit via Potential Field-Enhanced Reinforcement Learning Zheng-Wei Zhang Xiaohan Wang Qingrui Zhang Tianjiang Hu 29 37 0 09 Mar 2022
Multi-Agent Broad Reinforcement Learning for Intelligent Traffic Light Control Ruijie Zhu Lulu Li Shuning Wu Pei Lv Yafai Li Mingliang Xu 28 48 0 08 Mar 2022
Using Deep Reinforcement Learning with Automatic Curriculum Learning for Mapless Navigation in Intralogistics Honghu Xue Benedikt Hein M. Bakr Georg Schildbach Bengt Abel Elmar Rueckert 16 15 0 23 Feb 2022
Sequential Bayesian experimental designs via reinforcement learning Hikaru Asano OffRL 11 0 0 14 Feb 2022
Autonomous Drone Swarm Navigation and Multi-target Tracking in 3D Environments with Dynamic Obstacles Suleman Qamar Dr. Saddam Hussain Khan Muhammad Arif Arshad Maryam Qamar Asifullah Khan 16 16 0 13 Feb 2022
Uncovering Instabilities in Variational-Quantum Deep Q-Networks Maja Franz Lucas Wolf Maniraman Periyasamy Christian Ufrecht Daniel D. Scherer Axel Plinge Christopher Mutschler Wolfgang Mauerer 24 29 0 10 Feb 2022
Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs Leonardo Lucio Custode Giovanni Iacca 18 13 0 10 Feb 2022
Energy-Aware Edge Association for Cluster-based Personalized Federated Learning Yixuan Li Xiaoqi Qin H. Chen K. Han Ping Zhang FedML 25 13 0 06 Feb 2022
Reinforcement learning for multi-item retrieval in the puzzle-based storage system Jingxu He Xinglu Liu Qiyao Duan Wai Kin Victor Chan Mingyao Qi 13 15 0 05 Feb 2022
Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed Traffic Environments Qi Liu Zirui Li Xueyuan Li Jingda Wu Shihua Yuan AI4CE 36 8 0 30 Jan 2022
Generative Adversarial Exploration for Reinforcement Learning Weijun Hong Menghui Zhu Minghuan Liu Weinan Zhang Ming Zhou Yong Yu Peng Sun OnRL 39 7 0 27 Jan 2022
Hybrid Reinforcement Learning-Based Eco-Driving Strategy for Connected and Automated Vehicles at Signalized Intersections Zhengwei Bai Peng Hao ShangGuan Wei B. Cai Matthew J. Barth 11 100 0 19 Jan 2022
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems Jack Parker-Holder Raghunandan Rajan Xingyou Song André Biedenkapp Yingjie Miao ... Vu-Linh Nguyen Roberto Calandra Aleksandra Faust Frank Hutter Marius Lindauer AI4CE 33 100 0 11 Jan 2022
Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning C. Bellinger Andriy Drozdyuk Mark Crowley Isaac Tamblyn OffRL 14 7 0 14 Dec 2021
Attention-Based Model and Deep Reinforcement Learning for Distribution of Event Processing Tasks A. Mazayev F. Al-Tam N. Correia 21 5 0 07 Dec 2021
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning Zichuan Lin Junyou Li Jianing Shi Deheng Ye Qiang Fu Wei Yang BDL 32 34 0 07 Dec 2021
Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement Learning Wenjie Shi Gao Huang Shiji Song Cheng Wu 31 9 0 06 Dec 2021
A Generic Graph Sparsification Framework using Deep Reinforcement Learning Ryan Wickman Xiaofei Zhang Weizi Li OffRL 23 13 0 02 Dec 2021
Reinforcement Learning-based Switching Controller for a Milliscale Robot in a Constrained Environment Abbas Tariverdi Ulysse Côté-Allard Kim Mathiassen O. Elle H. Kalvøy Ø. Martinsen J. Tørresen 14 4 0 27 Nov 2021
Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning Jueming Hu Xuxi Yang Weichang Wang Peng Wei Lei Ying Yongming Liu 27 24 0 13 Nov 2021
CubeTR: Learning to Solve The Rubiks Cube Using Transformers Mustafa Chasmai ViT 26 1 0 11 Nov 2021
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points Boris Galkin Babatunji Omoniwa Ivana Dusparic 20 9 0 03 Nov 2021
Mastering Atari Games with Limited Data Weirui Ye Shao-Wei Liu Thanard Kurutach Pieter Abbeel Yang Gao VLM 40 222 0 30 Oct 2021
Bayesian Sequential Optimal Experimental Design for Nonlinear Models Using Policy Gradient Reinforcement Learning Wanggang Shen Xun Huan 11 39 0 28 Oct 2021
Hindsight Goal Ranking on Replay Buffer for Sparse Reward Environment T. Luu Chang-Dong Yoo 10 8 0 28 Oct 2021
Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model Alexander Sieusahai Matthew J. Guzdial 27 13 0 07 Oct 2021
Optimized Recommender Systems with Deep Reinforcement Learning Lucas Farris OffRL 14 0 0 06 Oct 2021
On The Transferability of Deep-Q Networks M. Sabatelli Pierre Geurts 29 2 0 06 Oct 2021
Deep reinforcement learning for guidewire navigation in coronary artery phantom Jihoon Kweon Kyunghwan Kim Chaehyuk Lee Hwi Kwon Jinwoo Park ... Inwook Back J. Roh Y. Moon Jaesoon Choi Young-Hak Kim OnRL 16 33 0 05 Oct 2021
Multi-Agent Path Planning Using Deep Reinforcement Learning M. Çetinkaya 27 2 0 04 Oct 2021
On the Estimation Bias in Double Q-Learning Zhizhou Ren Guangxiang Zhu Haotian Hu Beining Han Jian-Hai Chen Chongjie Zhang 16 17 0 29 Sep 2021
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research Mikayel Samvelyan Robert Kirk Vitaly Kurin Jack Parker-Holder Minqi Jiang Eric Hambro Fabio Petroni Heinrich Küttler Edward Grefenstette Tim Rocktaschel OffRL 238 89 0 27 Sep 2021
Improved Soft Actor-Critic: Mixing Prioritized Off-Policy Samples with On-Policy Experience C. Banerjee Zhiyong Chen N. Noman 9 30 0 24 Sep 2021
Benchmarking Lane-changing Decision-making for Deep Reinforcement Learning Junjie Wang Qichao Zhang Dongbin Zhao OffRL 22 1 0 22 Sep 2021
Carl-Lead: Lidar-based End-to-End Autonomous Driving with Contrastive Deep Reinforcement Learning Peide Cai Sukai Wang Hengli Wang Ming-Yu Liu AI4TS 22 15 0 17 Sep 2021