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Learning to reinforcement learn

17 November 2016

Papers citing "Learning to reinforcement learn"

50 / 584 papers shown

Title
Few-shot Quality-Diversity Optimization Achkan Salehi Alexandre Coninx Stéphane Doncieux 83 14 0 14 Sep 2021
Bootstrapped Meta-Learning Sebastian Flennerhag Yannick Schroecker Tom Zahavy Hado van Hasselt David Silver Satinder Singh 95 58 0 09 Sep 2021
Integrated and Adaptive Guidance and Control for Endoatmospheric Missiles via Reinforcement Learning B. Gaudet R. Furfaro 78 8 0 08 Sep 2021
A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions Xiaocong Chen L. Yao Julian McAuley Guanglin Zhou Xianzhi Wang AI4TS 79 62 0 08 Sep 2021
The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning Yujin Tang David R Ha 117 77 0 07 Sep 2021
Hindsight Reward Tweaking via Conditional Deep Reinforcement Learning Ning Wei Jiahua Liang Di Xie Shiliang Pu 61 0 0 06 Sep 2021
Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms Ruizhi Chen Xiaoyu Wu Yansong Pan Kaizhao Yuan Ling Li ... Shaohui Peng Xishan Zhang Zidong Du Qi Guo Yunji Chen OffRL 61 3 0 04 Sep 2021
Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning Shenao Zhang Li Shen Lei Han Li Shen 83 7 0 30 Aug 2021
Improved Robustness and Safety for Pre-Adaptation of Meta Reinforcement Learning with Prior Regularization Lu Wen Songan Zhang H. E. Tseng Baljeet Singh Dimitar Filev H. Peng OffRL OnRL 73 1 0 19 Aug 2021
Meta-Reinforcement Learning in Broad and Non-Parametric Environments Zhenshan Bing Lukas Knak F. O. Morin Kai-Qi Huang Alois C. Knoll OffRL 74 19 0 08 Aug 2021
Adaptable image quality assessment using meta-reinforcement learning of task amenability Shaheer U. Saeed Yunguan Fu V. Stavrinides Zachary Michael Cieman Baum Qianye Yang ... Richard E. Fan G. Sonn J. A. Noble D. Barratt Yipeng Hu 46 10 0 31 Jul 2021
Adaptive Approach Phase Guidance for a Hypersonic Glider via Reinforcement Meta Learning B. Gaudet K. Drozd Ryan Meltzer R. Furfaro 37 17 0 30 Jul 2021
Systematic human learning and generalization from a brief tutorial with explanatory feedback A. Nam James L. McClelland 45 1 0 10 Jul 2021
Meta-Reinforcement Learning for Heuristic Planning Ricardo Luna Gutierrez Matteo Leonetti OffRL AIFin 62 4 0 06 Jul 2021
Bayesian decision-making under misspecified priors with applications to meta-learning Max Simchowitz Christopher Tosh A. Krishnamurthy Daniel J. Hsu Thodoris Lykouris Miroslav Dudík Robert Schapire 104 50 0 03 Jul 2021
MHER: Model-based Hindsight Experience Replay Rui Yang Meng Fang Lei Han Yali Du Feng Luo Xiu Li OffRL 95 17 0 01 Jul 2021
How to Train Your MAML to Excel in Few-Shot Classification Han-Jia Ye Wei-Lun Chao 113 50 0 30 Jun 2021
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies Linxi Fan Guanzhi Wang De-An Huang Zhiding Yu Li Fei-Fei Yuke Zhu Anima Anandkumar OffRL 139 65 0 17 Jun 2021
Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning Kai Wang Sanket Shah Haipeng Chen Andrew Perrault Finale Doshi-Velez Milind Tambe OffRL 121 6 0 06 Jun 2021
Neural Auto-Curricula Xidong Feng Oliver Slumbers Bo Liu Bo Liu Stephen Marcus McAleer Ying Wen Jun Wang Yaodong Yang 105 3 0 04 Jun 2021
Differentiable Architecture Search for Reinforcement Learning Yingjie Miao Xingyou Song John D. Co-Reyes Daiyi Peng Summer Yue E. Brevdo Aleksandra Faust 71 4 0 04 Jun 2021
Least-Restrictive Multi-Agent Collision Avoidance via Deep Meta Reinforcement Learning and Optimal Control Salar Asayesh Mo Chen M. Mehrandezh Kamal Gupta 57 3 0 02 Jun 2021
Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture Suyoung Lee Sae-Young Chung OffRL AI4CE 75 16 0 28 May 2021
Meta-Reinforcement Learning by Tracking Task Non-stationarity Riccardo Poiani Andrea Tirinzoni Marcello Restelli OffRL 91 10 0 18 May 2021
Fast and Slow Learning of Recurrent Independent Mechanisms Kanika Madan Rosemary Nan Ke Anirudh Goyal Bernhard Schölkopf Yoshua Bengio OCL 92 40 0 18 May 2021
Intelligent Zero Trust Architecture for 5G/6G Networks: Principles, Challenges, and the Role of Machine Learning in the context of O-RAN Keyvan Ramezanpour Jithin Jagannath 59 124 0 04 May 2021
What is Going on Inside Recurrent Meta Reinforcement Learning Agents? Safa Alver Doina Precup AIFin 30 4 0 29 Apr 2021
Adaptive Adversarial Training for Meta Reinforcement Learning Shiqi Chen Zhengyu Chen Donglin Wang 79 7 0 27 Apr 2021
Quick Learner Automated Vehicle Adapting its Roadmanship to Varying Traffic Cultures with Meta Reinforcement Learning Songan Zhang Lu Wen H. Peng H. E. Tseng 41 10 0 18 Apr 2021
MT-Opt: Continuous Multi-Task Robotic Reinforcement Learning at Scale Dmitry Kalashnikov Jacob Varley Yevgen Chebotar Benjamin Swanson Rico Jonschkowski Chelsea Finn Sergey Levine Karol Hausman OffRL 149 280 0 16 Apr 2021
The Emergence of Abstract and Episodic Neurons in Episodic Meta-RL Badr AlKhamissi Muhammad N. ElNokrashy Michael Spranger 24 0 0 07 Apr 2021
A Meta-Reinforcement Learning Approach to Process Control Daniel G. McClement Nathan P. Lawrence Philip D. Loewen M. Forbes Johan U. Backstrom R. Bhushan Gopaluni 54 8 0 25 Mar 2021
Meta-Adversarial Inverse Reinforcement Learning for Decision-making Tasks Pin Wang Hanhan Li Ching-yao Chan 120 9 0 23 Mar 2021
Online Learning with Radial Basis Function Networks Gabriel Borrageiro Nikan B. Firoozye P. Barucca 58 2 0 15 Mar 2021
Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning Bernie Wang Si-ting Xu Kurt Keutzer Yang Gao Bichen Wu SSL OffRL 61 7 0 10 Mar 2021
Causal Analysis of Agent Behavior for AI Safety Grégoire Delétang Jordi Grau-Moya Miljan Martic Tim Genewein Tom McGrath Vladimir Mikulik M. Kunesch Shane Legg Pedro A. Ortega CML 76 7 0 05 Mar 2021
Deep reinforcement learning in medical imaging: A literature review S. Kevin Zhou Hoang Ngan Le Khoa Luu Hien V Nguyen N. Ayache LM&MA OffRL MedIm 84 149 0 05 Mar 2021
Meta Learning Black-Box Population-Based Optimizers H. Gomes B. Léger Christian Gagné 168 13 0 05 Mar 2021
HALMA: Humanlike Abstraction Learning Meets Affordance in Rapid Problem Solving Sirui Xie Xiaojian Ma Peiyu Yu Yixin Zhu Ying Nian Wu Song-Chun Zhu 94 20 0 22 Feb 2021
Provably Improved Context-Based Offline Meta-RL with Attention and Contrastive Learning Lanqing Li Yuanhao Huang Mingzhe Chen Siteng Luo Dijun Luo Junzhou Huang OffRL 32 3 0 22 Feb 2021
Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models Q. Wang H. V. Hoof OffRL 69 20 0 16 Feb 2021
Sparse Attention Guided Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning Jaskirat Singh Liang Zheng OffRL 66 3 0 14 Feb 2021
Transfer Reinforcement Learning across Homotopy Classes Zhangjie Cao Minae Kwon Dorsa Sadigh 49 17 0 10 Feb 2021
Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents Jane X. Wang Michael King Nicolas Porcel Z. Kurth-Nelson Tina Zhu ... Neil C. Rabinowitz Loic Matthey Demis Hassabis Alexander Lerchner M. Botvinick OffRL 93 33 0 04 Feb 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 152 229 0 27 Jan 2021
Reinforcement Learning for Selective Key Applications in Power Systems: Recent Advances and Future Challenges Xin Chen Guannan Qu Yujie Tang S. Low Na Li 86 241 0 27 Jan 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 255 284 0 23 Jan 2021
Asymmetric self-play for automatic goal discovery in robotic manipulation OpenAI OpenAI Matthias Plappert Raul Sampedro Tao Xu Ilge Akkaya ... Hyeonwoo Noh Lilian Weng Qiming Yuan Casey Chu Wojciech Zaremba SSL 150 79 0 13 Jan 2021
Deep Interactive Bayesian Reinforcement Learning via Meta-Learning L. Zintgraf Sam Devlin K. Ciosek Shimon Whiteson Katja Hofmann BDL 67 45 0 11 Jan 2021
Evolving Reinforcement Learning Algorithms John D. Co-Reyes Yingjie Miao Daiyi Peng Esteban Real Sergey Levine Quoc V. Le Honglak Lee Aleksandra Faust 139 74 0 08 Jan 2021