Search Results for author: Jeffrey Fong

Found 3 papers, 2 papers with code

MIRROR: Differentiable Deep Social Projection for Assistive Human-Robot Communication

1 code implementation6 Mar 2022 Kaiqi Chen, Jeffrey Fong, Harold Soh

In this work, we present MIRROR, an approach to (i) quickly learn human models from human demonstrations, and (ii) use the models for subsequent communication planning in assistive shared-control settings.

Imitation Learning

Improving Layer-wise Adaptive Rate Methods using Trust Ratio Clipping

no code implementations27 Nov 2020 Jeffrey Fong, Siwei Chen, Kaiqi Chen

Training neural networks with large batch is of fundamental significance to deep learning.

Image Classification

Getting to Know One Another: Calibrating Intent, Capabilities and Trust for Human-Robot Collaboration

1 code implementation3 Aug 2020 Joshua Lee, Jeffrey Fong, Bing Cai Kok, Harold Soh

Common experience suggests that agents who know each other well are better able to work together.

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