Search Results for author: Ashley Peake

Found 2 papers, 1 papers with code

Deep Reinforcement Learning for Adaptive Exploration of Unknown Environments

1 code implementation4 May 2021 Ashley Peake, Joe McCalmon, Yixin Zhang, Daniel Myers, Sarra Alqahtani, Paul Pauca

Often, these missions start with building a map for the environment via pure exploration and subsequently using (i. e. exploiting) the generated map for downstream navigation tasks.

reinforcement-learning Reinforcement Learning (RL)

End-To-End Bias Mitigation: Removing Gender Bias in Deep Learning

no code implementations6 Apr 2021 Tal Feldman, Ashley Peake

To provide readers with the tools to assess the fairness of machine learning models and mitigate the biases present in them, we discuss multiple open source packages for fairness in AI.

BIG-bench Machine Learning Decision Making +1

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