Pranav Agarwal

According to our database, Pranav Agarwal authored at least 14 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Empowering Clinicians with Medical Decision Transformers: A Framework for Sepsis Treatment.

Aamer Abdul Rahman, Pranav Agarwal, Rita Noumeir, Philippe Jouvet, Vincent Michalski, Samira Ebrahimi Kahou

CoRR, 2024

Learning to Play Atari in a World of Tokens.

Pranav Agarwal, Sheldon Andrews, Samira Ebrahimi Kahou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Transformers in Reinforcement Learning: A Survey.

Pranav Agarwal, Aamer Abdul Rahman, Pierre-Luc St-Charles, Simon J. D. Prince, Samira Ebrahimi Kahou

CoRR, 2023

TPTO: A Transformer-PPO based Task Offloading Solution for Edge Computing Environments.

Niloofar Gholipour, Marcos Dias de Assunção, Pranav Agarwal, Julien Gascon-Samson, Rajkumar Buyya

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

2022

Automatic Evaluation of Excavator Operators using Learned Reward Functions.

Pranav Agarwal, Marek Teichmann, Sheldon Andrews, Samira Ebrahimi Kahou

CoRR, 2022

2021

Sparse Curriculum Reinforcement Learning for End-to-End Driving.

Pranav Agarwal, Pierre de Beaucorps, Raoul de Charette

CoRR, 2021

2020

Global-best optimization of ANN trained by PSO using the non-extensive cross-entropy with Gaussian gain.

Seba Susan, Rohit Ranjan, Udyant Taluja, Shivang Rai, Pranav Agarwal

Soft Comput., 2020

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

Pranav Agarwal, Alejandro Betancourt, Vana Panagiotou, Natalia Díaz Rodríguez

CoRR, 2020

2019

Demonstration of a Single-Lane 80 Gbps PAM-4 Full-Duplex Serial Link.

Sandeep Goyal, Pranav Agarwal, Shalabh Gupta

Proceedings of the 2019 IEEE Symposium on High-Performance Interconnects, 2019

2013

Multimode and multitone analysis of the dynamic mode operation of the Atomic Force Microscope.

Govind Saraswat, Pranav Agarwal, Murti V. Salapaka

Proceedings of the American Control Conference, 2013

2010

Maximum-likelihood sequence detector for dynamic mode high density probe storage.

Naveen Kumar, Pranav Agarwal, Aditya Ramamoorthy, Murti V. Salapaka

IEEE Trans. Commun., 2010

2008

Channel modeling and detector design for dynamic mode high density probe storage.

Naveen Kumar, Pranav Agarwal, Aditya Ramamoorthy, Murti V. Salapaka

Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Modeling and identification of the dynamics of electrostatically actuated microcantilever with integrated thermal sensor.

Pranav Agarwal, Deepak R. Sahoo, Abu Sebastian, Haralampos Pozidis, Murti V. Salapaka

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007

Transient Force Atomic Force Microscopy: A New Nano-Interrogation Method.

Deepak R. Sahoo, Pranav Agarwal, Murti V. Salapaka

Proceedings of the American Control Conference, 2007