Search Results for author: Michael R. Dawson

Found 3 papers, 0 papers with code

Continually Learned Pavlovian Signalling Without Forgetting for Human-in-the-Loop Robotic Control

no code implementations16 May 2023 Adam S. R. Parker, Michael R. Dawson, Patrick M. Pilarski

One challenge identified in these learning methods is that they can forget previously learned predictions when a user begins to successfully act upon delivered feedback.

Examining the Use of Temporal-Difference Incremental Delta-Bar-Delta for Real-World Predictive Knowledge Architectures

no code implementations15 Aug 2019 Johannes Günther, Nadia M. Ady, Alex Kearney, Michael R. Dawson, Patrick M. Pilarski

Predictions and predictive knowledge have seen recent success in improving not only robot control but also other applications ranging from industrial process control to rehabilitation.

Representation Learning

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