Richard S. Sutton - Related publications

University of Alberta, Edmonton, Alberta, Canada 
Reinforcement Learning
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Lowe R, Rittmo J, Carlsson R, Gander P. Vicarious value learning by differential outcomes training: A social transfer of control methodology. Methodsx. 8: 101294. PMID 34434814 DOI: 10.1016/j.mex.2021.101294   
2021 Schlegelmilch R, Wills AJ, von Helversen B. A cognitive category-learning model of rule abstraction, attention learning, and contextual modulation. Psychological Review. PMID 34516152 DOI: 10.1037/rev0000321   
2021 Ioannidou C, Busquets-Garcia A, Ferreira G, Marsicano G. Neural Substrates of Incidental Associations and Mediated Learning: The Role of Cannabinoid Receptors. Frontiers in Behavioral Neuroscience. 15: 722796. PMID 34421557 DOI: 10.3389/fnbeh.2021.722796   
2021 Cheng Y, Xu B, Lian Z, Shi Z, Shi P. Adaptive Learning Control of Switched Strict-Feedback Nonlinear Systems With Dead Zone Using NN and DOB. Ieee Transactions On Neural Networks and Learning Systems. PMID 34495844 DOI: 10.1109/TNNLS.2021.3106781   
2021 Yaman A, Iacca G, Mocanu DC, Coler M, Fletcher G, Pechenizkiy M. Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. Evolutionary Computation. 29: 391-414. PMID 34467993 DOI: 10.1162/evco_a_00286   
2021 Prashanth T, Saha S, Basarkod S, Aralihalli S, Dhavala SS, Saha S, Aduri R. LipGene: Lipschitz continuity guided adaptive learning rates for fast convergence on Microarray Expression Data Sets. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34495836 DOI: 10.1109/TCBB.2021.3110516   
2021 Sahoo PP, Kanellopoulos A, Vamvoudakis KG. Intermittent Learning Through Operant Conditioning for Cyber-Physical Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 34606463 DOI: 10.1109/TNNLS.2021.3111826   
2021 Wimmer GE, Poldrack RA. Reward learning and working memory: Effects of massed versus spaced training and post-learning delay period. Memory & Cognition. PMID 34519968 DOI: 10.3758/s13421-021-01233-7   
2021 Zhang L, Fan J, Xue W, Lopez VG, Li J, Chai T, Lewis FL. Data-Driven Optimal Output Feedback Control for Linear Discrete-Time Systems Based on Off-Policy Q-Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 34662280 DOI: 10.1109/TNNLS.2021.3112457   
2021 Zhang Y, Lan Y, Fang Q, Xu X, Li J, Zeng Y. Efficient Reinforcement Learning from Demonstration via Bayesian Network-Based Knowledge Extraction. Computational Intelligence and Neuroscience. 2021: 7588221. PMID 34603434 DOI: 10.1155/2021/7588221   
2021 Zhang J, Liu T, Tao D. An Optimal Transport Analysis on Generalization in Deep Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 34554918 DOI: 10.1109/TNNLS.2021.3109942   
2021 Paulon G, Llanos F, Chandrasekaran B, Sarkar A. Bayesian Semiparametric Longitudinal Drift-Diffusion Mixed Models for Tone Learning in Adults. Journal of the American Statistical Association. 116: 1114-1127. PMID 34650315 DOI: 10.1080/01621459.2020.1801448   
2021 Yu W, Bian J, Nie F, Wang R, Li X. Unsupervised Subspace Learning With Flexible Neighboring. Ieee Transactions On Neural Networks and Learning Systems. PMID 34478380 DOI: 10.1109/TNNLS.2021.3105813   
2021 Zhang Z, Mondal S, Mandal S, Allred JM, Aghamiri NA, Fali A, Zhang Z, Zhou H, Cao H, Rodolakis F, McChesney JL, Wang Q, Sun Y, Abate Y, Roy K, et al. Neuromorphic learning with Mott insulator NiO. Proceedings of the National Academy of Sciences of the United States of America. 118. PMID 34531299 DOI: 10.1073/pnas.2017239118   
2021 Chakraborty P, Codella J, Madan P, Li Y, Huang H, Park Y, Yan C, Zhang Z, Gao C, Nyemba S, Min X, Basak S, Ghalwash M, Shahn Z, Suryanarayanan P, et al. Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge. Amia ... Annual Symposium Proceedings. Amia Symposium. 2021: 132-141. PMID 34457127   
2021 Tomkins S, Liao P, Klasnja P, Murphy S. IntelligentPooling: Practical Thompson Sampling for mHealth. Machine Learning. 110: 2685-2727. PMID 34621105 DOI: 10.1007/s10994-021-05995-8   
2021 Guo LL, Pfohl SR, Fries J, Posada J, Fleming SL, Aftandilian C, Shah N, Sung L. Systematic Review of Approaches to Preserve Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine. Applied Clinical Informatics. 12: 808-815. PMID 34470057 DOI: 10.1055/s-0041-1735184   
2021 Greener JG, Kandathil SM, Moffat L, Jones DT. A guide to machine learning for biologists. Nature Reviews. Molecular Cell Biology. PMID 34518686 DOI: 10.1038/s41580-021-00407-0   
2021 O'Reilly RC, Russin JL, Zolfaghar M, Rohrlich J. Deep Predictive Learning in Neocortex and Pulvinar. Journal of Cognitive Neuroscience. 33: 1158-1196. PMID 34428793 DOI: 10.1162/jocn_a_01708   
2021 Roscow EL, Chua R, Costa RP, Jones MW, Lepora N. Learning offline: memory replay in biological and artificial reinforcement learning. Trends in Neurosciences. PMID 34481635 DOI: 10.1016/j.tins.2021.07.007   
2021 Choi J, Lee G, Lee C. Reinforcement learning-based dynamic obstacle avoidance and integration of path planning. Intelligent Service Robotics. 1-15. PMID 34642589 DOI: 10.1007/s11370-021-00387-2   
2021 Suh J, Bugg JM. The shaping of cognitive control based on the adaptive weighting of expectations and experience. Journal of Experimental Psychology. Learning, Memory, and Cognition. PMID 34570546 DOI: 10.1037/xlm0001056   
2021 Russin J, Zolfaghar M, Park SA, Boorman E, O'Reilly RC. Complementary Structure-Learning Neural Networks for Relational Reasoning. Cogsci ... Annual Conference of the Cognitive Science Society. Cognitive Science Society (U.S.). Conference. 2021: 1560-1566. PMID 34617073   
2021 Zhang C, Song Q, Meng Z. Minibatch Recursive Least Squares Q-Learning. Computational Intelligence and Neuroscience. 2021: 5370281. PMID 34659393 DOI: 10.1155/2021/5370281   
2021 Ten A, Kaushik P, Oudeyer PY, Gottlieb J. Humans monitor learning progress in curiosity-driven exploration. Nature Communications. 12: 5972. PMID 34645800 DOI: 10.1038/s41467-021-26196-w   
2021 Zhang P, Li J, Wang Y, Pan J. Domain Adaptation for Medical Image Segmentation: A Meta-Learning Method. Journal of Imaging. 7. PMID 34460630 DOI: 10.3390/jimaging7020031   
2021 Xiao C, Lu P, He Q. Flying Through a Narrow Gap Using End-to-End Deep Reinforcement Learning Augmented With Curriculum Learning and Sim2Real. Ieee Transactions On Neural Networks and Learning Systems. PMID 34487506 DOI: 10.1109/TNNLS.2021.3107742   
2021 Zhang F, Li J, Wang Y, Guo L, Wu D, Wu H, Zhao H. Ensemble Learning Based on Policy Optimization Neural Networks for Capability Assessment. Sensors (Basel, Switzerland). 21. PMID 34502693 DOI: 10.3390/s21175802   
2021 Feulner B, Postin D, Schwiedrzik CM, Pooresmaeili A. Previous motor actions outweigh sensory information in sensorimotor statistical learning. Eneuro. PMID 34413084 DOI: 10.1523/ENEURO.0032-21.2021   
2021 Cheng PM, Montagnon E, Yamashita R, Pan I, Cadrin-Chênevert A, Perdigón Romero F, Chartrand G, Kadoury S, Tang A. Deep Learning: An Update for Radiologists. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 41: 1427-1445. PMID 34469211 DOI: 10.1148/rg.2021200210   
2021 Schiff R, Sasson A, Green H, Kahta S. Artificial grammar learning is facilitated by distributed practice: Evidence from a letter reordering task. Cognitive Processing. PMID 34373971 DOI: 10.1007/s10339-021-01048-z   
2021 Orpella J, Mas-Herrero E, Ripollés P, Marco-Pallarés J, de Diego-Balaguer R. Language statistical learning responds to reinforcement learning principles rooted in the striatum. Plos Biology. 19: e3001119. PMID 34491980 DOI: 10.1371/journal.pbio.3001119   
2021 Tran KA, Kondrashova O, Bradley A, Williams ED, Pearson JV, Waddell N. Deep learning in cancer diagnosis, prognosis and treatment selection. Genome Medicine. 13: 152. PMID 34579788 DOI: 10.1186/s13073-021-00968-x   
2021 Xi J, Ersoy OK, Fang J, Wu T, Wei X, Zhao C. Parallel Multistage Wide Neural Network. Ieee Transactions On Neural Networks and Learning Systems. PMID 34699372 DOI: 10.1109/TNNLS.2021.3120331   
2021 Kianzad S, Chen G, MacLean KE. PAL: A Framework for Physically Assisted Learning Through Design and Exploration With a Haptic Robot Buddy. Frontiers in Robotics and Ai. 8: 700465. PMID 34631802 DOI: 10.3389/frobt.2021.700465   
2021 Hammers DB, Gradwohl BD, Kucera A, Abildskov TJ, Wilde EA, Spencer RJ. Preliminary Validation of the Learning Ratio for the HVLT-R and BVMT-R in Older Adults. Cognitive and Behavioral Neurology : Official Journal of the Society For Behavioral and Cognitive Neurology. 34: 170-181. PMID 34473668 DOI: 10.1097/WNN.0000000000000277   
2021 Zhu S, Yang T, Chen C. Visual Explanation for Deep Metric Learning. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34469296 DOI: 10.1109/TIP.2021.3107214   
2021 Yamagami M, Peterson LN, Howell D, Roth E, Burden SA. Effect of Handedness on Learned Controllers and Sensorimotor Noise During Trajectory-Tracking. Ieee Transactions On Cybernetics. PMID 34587106 DOI: 10.1109/TCYB.2021.3110187   
2021 Zhu T, Qin Y, Xiang Y, Hu B, Chen Q, Peng W. Distantly supervised biomedical relation extraction using piecewise attentive convolutional neural network and reinforcement learning. Journal of the American Medical Informatics Association : Jamia. PMID 34524450 DOI: 10.1093/jamia/ocab176   
2021 Fritz B, Fritz J. Artificial intelligence for MRI diagnosis of joints: a scoping review of the current state-of-the-art of deep learning-based approaches. Skeletal Radiology. PMID 34467424 DOI: 10.1007/s00256-021-03830-8   
2021 Dong H, Lio J, Sherer R, Jiang I. Some Learning Theories for Medical Educators. Medical Science Educator. 31: 1157-1172. PMID 34457959 DOI: 10.1007/s40670-021-01270-6   
2021 Coltman SK, van Beers RJ, Medendorp WP, Gribble PL. Sensitivity to error during visuomotor adaptation is similarly modulated by abrupt, gradual and random perturbation schedules. Journal of Neurophysiology. PMID 34379553 DOI: 10.1152/jn.00269.2021   
2021 Xian Y, Korbar B, Douze M, Torresani L, Schiele B, Akata Z. Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34652997 DOI: 10.1109/TPAMI.2021.3120550   
2021 Sense F, Wood R, Collins MG, Fiechter J, Wood A, Krusmark M, Jastrzembski T, Myers CW. Cognition-Enhanced Machine Learning for Better Predictions with Limited Data. Topics in Cognitive Science. PMID 34529347 DOI: 10.1111/tops.12574   
2021 Griffith D, Holehouse AS. PARROT is a flexible recurrent neural network framework for analysis of large protein datasets. Elife. 10. PMID 34533455 DOI: 10.7554/eLife.70576   
2021 Zaguia A, Ameyed D, Haddar M, Cheikhrouhou O, Hamam H. Cognitive IoT-Based e-Learning System: Enabling Context-Aware Remote Schooling during the Pandemic. Journal of Healthcare Engineering. 2021: 7358874. PMID 34512940 DOI: 10.1155/2021/7358874   
2021 Deng W, Liao Q, Zhao L, Guo D, Kuang G, Hu D, Liu L. Joint Clustering and Discriminative Feature Alignment for Unsupervised Domain Adaptation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34506283 DOI: 10.1109/TIP.2021.3109530   
2021 Chen Y, Zhang L. How much can deep learning improve prediction of the responses to drugs in cancer cell lines? Briefings in Bioinformatics. PMID 34529029 DOI: 10.1093/bib/bbab378   
2021 Wu C, Jing B, Gong X, Mou Y, Li J. Student's Learning Strategies and Academic Emotions: Their Influence on Learning Satisfaction During the COVID-19 Pandemic. Frontiers in Psychology. 12: 717683. PMID 34630228 DOI: 10.3389/fpsyg.2021.717683   
2021 Acharya J, Basu A, Legenstein R, Limbacher T, Poirazi P, Wu X. Dendritic Computing: Branching Deeper into Machine Learning. Neuroscience. PMID 34656706 DOI: 10.1016/j.neuroscience.2021.10.001