Gautam Reddy

According to our database, Gautam Reddy authored at least 13 papers between 2016 and 2026.

Collaborative distances:

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

2026

Distinct mechanisms underlying in-context learning in transformers.

Cole Gibson, Wenping Cui, Gautam Reddy

CoRR, April, 2026

2025

Inferring genotype-phenotype maps using attention models.

Krishna Rijal, Caroline M. Holmes, Samantha Petti, Gautam Reddy, Michael M. Desai, Pankaj Mehta

CoRR, April, 2025

Adaptive algorithms for shaping behavior.

William L. Tong, Venkatesh N. Murthy, Gautam Reddy

PLoS Comput. Biol., 2025

In-Context Learning Strategies Emerge Rationally.

Daniel Wurgaft, Ekdeep Singh Lubana, Core Francisco Park, Hidenori Tanaka, Gautam Reddy, Noah D. Goodman

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

Differential learning kinetics govern the transition from memorization to generalization during in-context learning.

Alex Nguyen, Gautam Reddy

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Action2Code: Transforming Video Demonstrations into Sequential Robotic Instructions.

Abhinav Upadhyay, Gautam Reddy, Alpana Dubey, Shubham Saurav, Shubhashis Sengupta

Proceedings of the 21st International Conference on Ubiquitous Robots, 2024

The mechanistic basis of data dependence and abrupt learning in an in-context classification task.

Gautam Reddy

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Act2Code: Generating Sequential Robotic Instructions from Video Demonstration.

Gautam Reddy, Abhinav Upadhyay, Alpana Dubey, Shubhashis Sengupta, Piyush Goenka

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2022

A lexical approach for identifying behavioural action sequences.

Gautam Reddy, Laura Desban, Hidenori Tanaka, Julian Roussel, Olivier Mirat, Claire Wyart

PLoS Comput. Biol., 2022

2019

Learning to soar using atmospheric thermals.

Gautam Reddy

PhD thesis, 2019

2018

Glider soaring via reinforcement learning in the field.

Gautam Reddy, Jérôme Wong-Ng, Antonio Celani, Terrence J. Sejnowski, Massimo Vergassola

Nat., 2018

Demystifying excessively volatile human learning: A Bayesian persistent prior and a neural approximation.

Chaitanya Ryali, Gautam Reddy, Angela J. Yu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016

Infomax strategies for an optimal balance between exploration and exploitation.

Gautam Reddy, Antonio Celani, Massimo Vergassola

CoRR, 2016