Matthew E. Taylor

Matthew E. Taylor publications per year

Matthew E. Taylor publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Matthew E. Taylor sits on this spectrum.

Matthew E. Taylor D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Matthew E. Taylor sits on this spectrum.

Best Publications

• Transfer Learning for Reinforcement Learning Domains: A Survey

  Matthew E. Taylor;Peter Stone

  2014
  Citations

• A survey and critique of multiagent deep reinforcement learning

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

  654
  Citations

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

  Matthew E. Taylor;Peter Stone;Yaxin Liu

  298
  Citations

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

  Sanmit Narvekar;Bei Peng;Matteo Leonetti;Jivko Sinapov

  275
  Citations

• Cross-domain transfer for reinforcement learning

  Matthew E. Taylor;Peter Stone

  242
  Citations

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

  Jason Tsai;Natalie Fridman;Emma Bowring;Matthew Brown

  236
  Citations

• Reinforcement learning from demonstration through shaping

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

  207
  Citations

• Keepaway soccer: from machine learning testbed to benchmark

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

  178
  Citations

• Interactive learning from policy-dependent human feedback

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

  171
  Citations

• Integrating reinforcement learning with human demonstrations of varying ability

  Matthew E. Taylor;Halit Bener Suay;Sonia Chernova

  169
  Citations

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

  Lisa Torrey;Matthew Taylor

  167
  Citations

• Online Multi-Task Learning for Policy Gradient Methods

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

  160
  Citations

• Behavior transfer for value-function-based reinforcement learning

  Matthew E. Taylor;Peter Stone

  157
  Citations

• Transferring instances for model-based reinforcement learning

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

  151
  Citations

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

  Matthew E. Taylor;Shimon Whiteson;Peter Stone

  150
  Citations

• Autonomous transfer for reinforcement learning

  Matthew E. Taylor;Gregory Kuhlmann;Peter Stone

  149
  Citations

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

  Matthew E. Taylor;Shimon Whiteson;Peter Stone

  134
  Citations

• Adaptive tile coding for value function approximation

  Unknown

  133
  Citations

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

  Unknown

  118
  Citations

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

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

  116
  Citations