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Matthew E. Taylor | Researchclopedia

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Matthew E. Taylor

Turing Institute ORCID

320

Works

7,877

Citations

43

h-index

100

i10-index

Research Topics

Reinforcement Learning in Robotics Evolutionary Algorithms and Applications Data Stream Mining Techniques

Affiliations

New Mexico State University2024–2024

Canadian Institute for Advanced Research2021–2022

University of Southern California2009–2011

Turing Institute2022–2025

United States Naval Research Laboratory2003–2003

Top Works

Transfer Learning for Reinforcement Learning Domains: A Survey

Matthew E. Taylor,Peter Stone

20091,562 citations

Robot Manipulation and Learning

Advanced Bandit Algorithms Research

A survey and critique of multiagent deep reinforcement learning

Pablo Hernández-Leal,Bilal Kartal,et al.

2019612 citations

Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey

Sanmit Narvekar,Bei Peng,et al.

2020228 citations

Cross-domain transfer for reinforcement learning

Matthew E. Taylor,Peter Stone

2007204 citations

Transfer Learning via Inter-Task Mappings for Temporal Difference Learning

Matthew E. Taylor,Peter Stone,et al.

2007202 citations

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

Jason Tsai,Natalie Fridman,et al.

2011157 citations

Reinforcement learning from demonstration through shaping

Tim Brys,Anna Harutyunyan,et al.

2015156 citations

Online Multi-Task Learning for Policy Gradient Methods

Haitham Bou Ammar,Eric Eaton,et al.

2014149 citations

Teaching on a budget: agents advising agents in reinforcement learning

Lisa Torrey,Matthew E. Taylor

2013137 citations