Satpreet H. Singh

According to our database, Satpreet H. Singh authored at least 11 papers between 2020 and 2025.

Collaborative distances:

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

2025

Understanding Electro-communication and Electro-sensing in Weakly Electric Fish using Multi-Agent Deep Reinforcement Learning.

Satpreet H. Singh, Sonja Johnson-Yu, Zhouyang Lu, Aaron Walsman, Federico Pedraja, Denis Turcu, Pratyusha Sharma, Naomi Saphra, Nathaniel B. Sawtell, Kanaka Rajan

CoRR, November, 2025

InputDSA: Demixing then Comparing Recurrent and Externally Driven Dynamics.

Ann Huang, Mitchell Ostrow, Satpreet H. Singh, Leo Kozachkov, Ila Fiete, Kanaka Rajan

CoRR, October, 2025

Dissecting Larval Zebrafish Hunting using Deep Reinforcement Learning Trained RNN Agents.

Raaghav Malik, Satpreet H. Singh, Sonja Johnson-Yu, Nathan Wu, Roy Harpaz, Florian Engert, Kanaka Rajan

CoRR, October, 2025

Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks.

Ann Huang, Satpreet Harcharan Singh, Flavio Martinelli, Kanaka Rajan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks.

Ann Huang, Satpreet H. Singh, Kanaka Rajan

CoRR, 2024

RACER: An LLM-powered Methodology for Scalable Analysis of Semi-structured Mental Health Interviews.

Satpreet Harcharan Singh, Kevin Jiang, Kanchan Bhasin, Ashutosh Sabharwal, Nidal Moukaddam, Ankit B. Patel

CoRR, 2024

2023

Emergent behaviour and neural dynamics in artificial agents tracking odour plumes.

Satpreet H. Singh, Floris van Breugel, Rajesh P. N. Rao, Bingni W. Brunton

Nat. Mac. Intell., January, 2023

2021

Emergent behavior and neural dynamics in artificial agents tracking turbulent plumes.

Satpreet Harcharan Singh, Floris van Breugel, Rajesh P. N. Rao, Bingni Wen Brunton

CoRR, 2021

A Non-Negative Matrix Factorization Game.

Satpreet H. Singh

CoRR, 2021

2020

Towards naturalistic human neuroscience and neuroengineering: behavior mining in long-term video and neural recordings.

Satpreet H. Singh, Steven M. Peterson, Rajesh P. N. Rao, Bingni W. Brunton

CoRR, 2020

Understanding biological plume tracking behavior using deep reinforcement-learning.

Satpreet H. Singh, Floris van Breugel, Rajesh P. N. Rao, Bingni W. Brunton

Proceedings of the 2020 Conference on Artificial Life, 2020