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Learning to reinforcement learn

17 November 2016

Papers citing "Learning to reinforcement learn"

50 / 584 papers shown

Title
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 59 56 0 03 Nov 2022
BIMRL: Brain Inspired Meta Reinforcement Learning Seyed Roozbeh Razavi Rohani Saeed Hedayatian M. Baghshah 48 3 0 29 Oct 2022
Meta-Reinforcement Learning Using Model Parameters G. Hartmann A. Azaria 80 0 0 27 Oct 2022
Knowledge-Guided Exploration in Deep Reinforcement Learning Sahisnu Mazumder Bing-Quan Liu Shuai Wang Yingxuan Zhu Xiaotian Yin Lifeng Liu Jian Li 102 4 0 26 Oct 2022
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking Julius Ott Lorenzo Servadei Gianfranco Mauro Thomas Stadelmayer Avik Santra Robert Wille OOD UQCV 88 4 0 26 Oct 2022
In-context Reinforcement Learning with Algorithm Distillation Michael Laskin Luyu Wang Junhyuk Oh Emilio Parisotto Stephen Spencer ... Ethan A. Brooks Maxime Gazeau Himanshu Sahni Satinder Singh Volodymyr Mnih OffRL 85 133 0 25 Oct 2022
Federated Learning and Meta Learning: Approaches, Applications, and Directions Xiaonan Liu Yansha Deng Arumugam Nallanathan M. Bennis 125 40 0 24 Oct 2022
Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks Shibo Li Michael Penwarden Yiming Xu Conor Tillinghast Akil Narayan Robert M. Kirby Shandian Zhe AI4CE 110 4 0 23 Oct 2022
Model-based Lifelong Reinforcement Learning with Bayesian Exploration Haotian Fu Shangqun Yu Michael Littman George Konidaris BDL OffRL 91 13 0 20 Oct 2022
Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning M. Gerstgrasser David C. Parkes OffRL 131 19 0 19 Oct 2022
Simple Emergent Action Representations from Multi-Task Policy Training Pu Hua Yubei Chen Huazhe Xu MLAU 67 7 0 18 Oct 2022
Adaptive patch foraging in deep reinforcement learning agents Nathan J. Wispinski Andrew Butcher K. Mathewson Craig S. Chapman M. Botvinick P. Pilarski 75 8 0 14 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 89 28 0 10 Oct 2022
Beyond Bayes-optimality: meta-learning what you know you don't know Jordi Grau-Moya Grégoire Delétang M. Kunesch Tim Genewein Elliot Catt ... Jane X. Wang Marcus Hutter Christopher Summerfield Shane Legg Pedro A. Ortega 53 1 0 30 Sep 2022
DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body A. Chiappa Alessandro Marin Vargas Alexander Mathis 79 10 0 28 Sep 2022
Exploiting Transformer in Sparse Reward Reinforcement Learning for Interpretable Temporal Logic Motion Planning Haotong Zhang Hao Wang Zheng Kan OffRL 92 12 0 27 Sep 2022
Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments Desik Rengarajan Sapana Chaudhary JaeWon Kim D. Kalathil S. Shakkottai OffRL 75 2 0 26 Sep 2022
Expanding the Deployment Envelope of Behavior Prediction via Adaptive Meta-Learning Boris Ivanovic James Harrison Marco Pavone AI4CE 115 28 0 23 Sep 2022
A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases James Harrison Luke Metz Jascha Narain Sohl-Dickstein 117 21 0 22 Sep 2022
Soft Action Priors: Towards Robust Policy Transfer M. Centa Philippe Preux OffRL OnRL 22 1 0 20 Sep 2022
Meta-Reinforcement Learning for Adaptive Control of Second Order Systems Daniel G. McClement Nathan P. Lawrence M. Forbes Philip D. Loewen Johan U. Backstrom R. Bhushan Gopaluni OffRL 75 1 0 19 Sep 2022
Meta-Reinforcement Learning via Language Instructions Zhenshan Bing A. Koch Xiangtong Yao Kai-Qi Huang Alois C. Knoll LM&Ro 124 19 0 11 Sep 2022
A model-based approach to meta-Reinforcement Learning: Transformers and tree search Brieuc Pinon Jean-Charles Delvenne Raphaël Jungers OffRL 71 3 0 24 Aug 2022
A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning Laura M. Smith Ilya Kostrikov Sergey Levine OffRL 73 105 0 16 Aug 2022
Sampling Attacks on Meta Reinforcement Learning: A Minimax Formulation and Complexity Analysis Tao Li Haozhe Lei Quanyan Zhu AAML 105 7 0 29 Jul 2022
Meta Reinforcement Learning with Successor Feature Based Context Xu Han Feng Wu OffRL LRM 86 3 0 29 Jul 2022
Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks Yijie Guo Qiucheng Wu Honglak Lee OffRL 90 7 0 19 Jul 2022
Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning Lukas Schafer Filippos Christianos Amos Storkey Stefano V. Albrecht 51 7 0 05 Jul 2022
Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization Yuan Zhang Jianhong Wang Joschka Boedecker 127 3 0 05 Jul 2022
Invariant and Transportable Representations for Anti-Causal Domain Shifts Yibo Jiang Victor Veitch OOD 189 36 0 04 Jul 2022
Short-Term Plasticity Neurons Learning to Learn and Forget Hector Garcia Rodriguez Qinghai Guo Timoleon Moraitis 83 13 0 28 Jun 2022
On Provably Robust Meta-Bayesian Optimization Zhongxiang Dai Yizhou Chen Haibin Yu K. H. Low Patrick Jaillet AAML 65 10 0 14 Jun 2022
Transformers are Meta-Reinforcement Learners Luckeciano C. Melo OffRL 90 50 0 14 Jun 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning Momin Abbas Quan-Wu Xiao Lisha Chen Pin-Yu Chen Tianyi Chen 116 84 0 08 Jun 2022
Meta-Learning Parameterized Skills Haotian Fu Shangqun Yu Saket Tiwari Michael Littman George Konidaris 122 6 0 07 Jun 2022
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning Mandi Zhao Pieter Abbeel Stephen James OffRL 151 34 0 07 Jun 2022
Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search Michał Zawalski Michał Tyrolski K. Czechowski Tomasz Odrzygó'zd'z Damian Stachura Piotr Pikekos Yuhuai Wu Lukasz Kuciñski Piotr Milo's LRM 140 11 0 01 Jun 2022
SFP: State-free Priors for Exploration in Off-Policy Reinforcement Learning Marco Bagatella Sammy Christen Otmar Hilliges OffRL 128 6 0 26 May 2022
Towards Learning Universal Hyperparameter Optimizers with Transformers Yutian Chen Xingyou Song Chansoo Lee Zehao Wang Qiuyi Zhang ... Greg Kochanski Arnaud Doucet MarcÁurelio Ranzato Sagi Perel Nando de Freitas 105 65 0 26 May 2022
Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization Sungryull Sohn Hyunjae Woo Jongwook Choi lyubing qiang Izzeddin Gur Aleksandra Faust Honglak Lee BDL OffRL 81 3 0 25 May 2022
Meta Policy Learning for Cold-Start Conversational Recommendation Zhendong Chu Hongning Wang Yun Xiao Bo Long Lingfei Wu OffRL 98 35 0 24 May 2022
Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines Sreejan Kumar Carlos G. Correa Ishita Dasgupta Raja Marjieh Michael Y. Hu Robert D. Hawkins Nathaniel D. Daw Jonathan D. Cohen Karthik Narasimhan Thomas Griffiths AI4CE 82 30 0 23 May 2022
Reinforcement Learning with Brain-Inspired Modulation can Improve Adaptation to Environmental Changes Eric Chalmers Artur Luczak 50 3 0 19 May 2022
Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus Yun Yvonna Li Zhe Liu Lina Yao Molly V. Lucas Jessica J.M.Monaghan Yu Zhang 66 7 0 03 May 2022
Line of Sight Curvature for Missile Guidance using Reinforcement Meta-Learning B. Gaudet R. Furfaro 37 4 0 29 Apr 2022
Skill-based Meta-Reinforcement Learning Taewook Nam Shao-Hua Sun Karl Pertsch Sung Ju Hwang Joseph J. Lim OffRL 91 46 0 25 Apr 2022
Data Distributional Properties Drive Emergent In-Context Learning in Transformers Stephanie C. Y. Chan Adam Santoro Andrew Kyle Lampinen Jane X. Wang Aaditya K. Singh Pierre Harvey Richemond J. Mcclelland Felix Hill 208 266 0 22 Apr 2022
Reinforcement learning on graphs: A survey Mingshuo Nie Dongming Chen Dongqi Wang 118 51 0 13 Apr 2022
Image quality assessment for machine learning tasks using meta-reinforcement learning 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 62 37 0 27 Mar 2022
Learn to Adapt for Monocular Depth Estimation Qi Sun Gary G. Yen Yang Tang Chaoqiang Zhao MDE 77 4 0 26 Mar 2022