W2964043796

• AMaze: an intuitive benchmark generator for fast prototyping of generalizable agents

  2025 Frontiers in Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access

  1

  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
• High-accuracy model-based reinforcement learning, a survey

  2023 Artificial Intelligence Review article Computer Science Reinforcement Learning in Robotics Open access

  46

  citations
• The application of machine learning-based energy management strategy in a multi-mode plug-in hybrid electric vehicle, part II: Deep deterministic policy gradient algorithm design for electric mode

  2023 Energy article Engineering Electric and Hybrid Vehicle Technologies Open access

  56

  citations
• Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries

  2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access

  7

  citations
• Reinforcement learning for guiding optimization processes in optical design

  2022 SPIE Applications of Machine Learning conference-paper Engineering Advanced optical system design

  4

  citations
• Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning

  2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

  193

  citations
• Behavioral Optimization in a Robotic Serial Reaching Task Using Predictive Information

  2022 IEEE Transactions on Cognitive and Developmental Systems article Computer Science Reinforcement Learning in Robotics Open access

  2

  citations
• Multiagent Deep Reinforcement Learning: Challenges and Directions Towards Human-Like Approaches.

  2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

  12

  citations
• Transfer Learning and Curriculum Learning in Sokoban

  2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

  1

  citations
• Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey

  2020 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

  6

  citations

11 results