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Researcher profile

Matthew E. Taylor

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Improving Reinforcement Learning with Human Input

    2018

    Reinforcement learning (RL) has had many successes when learning autonomously. This paper and accompanying talk consider how to make use of a non-technical human participant, when available. In particular, we consider the case where a …

  2. Work in Progress: Temporally Extended Auxiliary Tasks

    2020 · arXiv (Cornell University)

    Predictive auxiliary tasks have been shown to improve performance in numerous reinforcement learning works, however, this effect is still not well understood. The primary purpose of the work presented here is to investigate the impact …