Transfer Learning for Reinforcement Learning Domains: A Survey

• Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling

  2023 Journal of Intelligent Manufacturing book-chapter Engineering Metallurgy and Material Forming Open access cited by 1 patent

  22

  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
• Procedural Content Generation: Better Benchmarks for Transfer Reinforcement Learning

  2021 IEEE Conference on Games (CoG) conference-paper Computer Science Reinforcement Learning in Robotics Open access

  11

  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
• DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions

  2021 Computers & Structures article Materials Science Machine Learning in Materials Science Open access

  58

  citations
• A survey of deep meta-learning

  2021 Data Archiving and Networked Services (DANS) article Computer Science Domain Adaptation and Few-Shot Learning Open access

  322

  citations
• Transfer of Hierarchical Reinforcement Learning Structures for Robotic Manipulation Tasks

  2020 International Conference on Computational Science and Computational Intelligence (CSCI) conference-paper Computer Science Reinforcement Learning in Robotics

  7

  citations

8 results