Sapana Chaudhary

According to our database, Sapana Chaudhary authored at least 8 papers between 2022 and 2024.

Collaborative distances:

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

2024

AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents.

Ke Yang, Yao Liu, Sapana Chaudhary, Rasool Fakoor, Pratik Chaudhari, George Karypis, Huzefa Rangwala

CoRR, 2024

Pedagogical Alignment of Large Language Models.

Shashank Sonkar, Kangqi Ni, Sapana Chaudhary, Richard G. Baraniuk

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Dynamic Regret Analysis of Safe Distributed Online Optimization for Convex and Non-convex Problems.

Ting-Jui Chang, Sapana Chaudhary, Dileep Kalathil, Shahin Shahrampour

Trans. Mach. Learn. Res., 2023

On Adaptivity and Safety in Sequential Decision Making.

Sapana Chaudhary

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments.

Desik Rengarajan, Sapana Chaudhary, Jaewon Kim, Dileep Kalathil, Srinivas Shakkottai

CoRR, 2022

Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments.

Desik Rengarajan, Sapana Chaudhary, Jaewon Kim, Dileep Kalathil, Srinivas Shakkottai

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Smooth Imitation Learning via Smooth Costs and Smooth Policies.

Sapana Chaudhary, Balaraman Ravindran

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

Safe Online Convex Optimization with Unknown Linear Safety Constraints.

Sapana Chaudhary, Dileep M. Kalathil

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022