Matthew E. Taylor

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