Search Results for author: Pranav Agarwal

Found 4 papers, 2 papers with code

Transformers in Reinforcement Learning: A Survey

no code implementations12 Jul 2023 Pranav Agarwal, Aamer Abdul Rahman, Pierre-Luc St-Charles, Simon J. D. Prince, Samira Ebrahimi Kahou

We present a broad overview of how transformers have been adapted for several applications, including robotics, medicine, language modeling, cloud computing, and combinatorial optimization.

Cloud Computing Combinatorial Optimization +4

Automatic Evaluation of Excavator Operators using Learned Reward Functions

1 code implementation15 Nov 2022 Pranav Agarwal, Marek Teichmann, Sheldon Andrews, Samira Ebrahimi Kahou

Training novice users to operate an excavator for learning different skills requires the presence of expert teachers.

Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models

2 code implementations26 Mar 2020 Pranav Agarwal, Alejandro Betancourt, Vana Panagiotou, Natalia Díaz-Rodríguez

In this paper, we attempt to show the biased nature of the currently existing image captioning models and present a new image captioning dataset, Egoshots, consisting of 978 real life images with no captions.

Image Captioning Object Recognition

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