Simple statistical gradient-following algorithms for connectionist reinforcement learning

• Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation

  2024 SIAM Journal on Optimization article Computer Science Reinforcement Learning in Robotics Open access

  10

  citations
• Automated machine learning: past, present and future

  2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

  146

  citations
• Reinforcement learning assisted recursive QAOA

  2024 EPJ Quantum Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  27

  citations
• Data-efficient Deep Reinforcement Learning for Vehicle Trajectory Control

  2023 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Computer Science Reinforcement Learning in Robotics

  3

  citations
• Training Spiking Neural Networks Using Lessons From Deep Learning

  2023 Proceedings of the IEEE article Engineering Advanced Memory and Neural Computing Open access

  787

  citations
• One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction

  2023 International Joint Conference on Artificial Intelligence conference-paper Computer Science Constraint Satisfaction and Optimization Open access

  15

  citations
• AutoPOI: automated points of interest selection for side-channel analysis

  2023 Journal of Cryptographic Engineering article Computer Science Cryptographic Implementations and Security Open access

  4

  citations
• Model-based Reinforcement Learning: A Survey

  2023 Foundations and Trends® in Machine Learning article Computer Science Reinforcement Learning in Robotics Open access cited by 2 patents

  530

  citations
• Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off

  2023 Transactions of the Association for Computational Linguistics article Social Sciences Language and cultural evolution Open access

  1

  citations
• A Unifying Framework for Reinforcement Learning and Planning

  2022 Frontiers in Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access cited by 1 patent

  16

  citations
• Policy-Based Reinforcement Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics cited by 1 patent

  1

  citations
• New Ideas and Trends in Deep Multimodal Content Understanding: A Review

  2020 Neurocomputing article Computer Science Multimodal Machine Learning Applications Open access cited by 2 patents

  44

  citations
• New Ideas and Trends in Deep Multimodal Content Understanding: A Review

  2020 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

  3

  citations
• Neural Combinatorial Optimization for Production Scheduling with Sequence-Dependent Setup Waste

  2020 Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics conference-paper Engineering Scheduling and Optimization Algorithms

  12

  citations
• Computational Approaches for De Novo Drug Design: Past, Present, and Future

  2020 Methods in molecular biology book-chapter Computer Science Computational Drug Discovery Methods

  64

  citations

15 results