World's Best Scientists 2026 revealed!
Matthew E. Taylor

Matthew E. Taylor

D-Index & Metrics

Computer Science

D-Index
42
Citations
9431
World Ranking
8261
National Ranking
332

Best Publications

  • Transfer Learning for Reinforcement Learning Domains: A Survey

    Matthew E. Taylor;Peter Stone

  • A survey and critique of multiagent deep reinforcement learning

    Pablo Hernandez-Leal;Bilal Kartal;Matthew E. Taylor

  • Transfer Learning via Inter-Task Mappings for Temporal Difference Learning

    Matthew E. Taylor;Peter Stone;Yaxin Liu

  • Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey

    Sanmit Narvekar;Bei Peng;Matteo Leonetti;Jivko Sinapov

  • Cross-domain transfer for reinforcement learning

    Matthew E. Taylor;Peter Stone

  • ESCAPES: evacuation simulation with children, authorities, parents, emotions, and social comparison

    Jason Tsai;Natalie Fridman;Emma Bowring;Matthew Brown

  • Reinforcement learning from demonstration through shaping

    Tim Brys;Anna Harutyunyan;Halit Bener Suay;Sonia Chernova

  • Keepaway soccer: from machine learning testbed to benchmark

    Peter Stone;Gregory Kuhlmann;Matthew E. Taylor;Yaxin Liu

  • Interactive learning from policy-dependent human feedback

    James MacGlashan;Mark K Ho;Robert Loftin;Bei Peng

  • Integrating reinforcement learning with human demonstrations of varying ability

    Matthew E. Taylor;Halit Bener Suay;Sonia Chernova

  • Teaching on a budget: agents advising agents in reinforcement learning

    Lisa Torrey;Matthew Taylor

  • Online Multi-Task Learning for Policy Gradient Methods

    Haitham Bou Ammar;Eric Eaton;Paul Ruvolo;Matthew Taylor

  • Behavior transfer for value-function-based reinforcement learning

    Matthew E. Taylor;Peter Stone

  • Transferring instances for model-based reinforcement learning

    Matthew E. Taylor;Nicholas K. Jong;Peter Stone

  • Transfer via inter-task mappings in policy search reinforcement learning

    Matthew E. Taylor;Shimon Whiteson;Peter Stone

  • Autonomous transfer for reinforcement learning

    Matthew E. Taylor;Gregory Kuhlmann;Peter Stone

  • Comparing evolutionary and temporal difference methods in a reinforcement learning domain

    Matthew E. Taylor;Shimon Whiteson;Peter Stone

  • Adaptive tile coding for value function approximation

    Unknown

  • Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities

    Unknown

  • Robot-Enabled Support of Daily Activities in Smart Home Environments.

    Garrett Wilson;Christopher Pereyda;Nisha Raghunath;Gabriel Victor de la Cruz

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