Rushang Karia

According to our database, Rushang Karia authored at least 14 papers between 2021 and 2025.

Collaborative distances:

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

2025

Discovering and Learning Probabilistic Models of Black-Box AI Capabilities.

Daniel Bramblett, Rushang Karia, Adrian Ciotinga, Ruthvick Suresh, Pulkit Verma, YooJung Choi, Siddharth Srivastava

CoRR, December, 2025

Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks.

Rushang Karia, Daniel Bramblett, Daksh Dobhal, Siddharth Srivastava

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Using Explainable AI and Hierarchical Planning for Outreach with Robots.

Rushang Karia, Jayesh Nagpal, Daksh Dobhal, Pulkit Verma, Rashmeet Kaur Nayyar, Naman Shah, Siddharth Srivastava

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

∀uto∃∨∧L: Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks.

Rushang Karia, Daniel Bramblett, Daksh Dobhal, Siddharth Srivastava

CoRR, 2024

Can LLMs Converse Formally? Automatically Assessing LLMs in Translating and Interpreting Formal Specifications.

Rushang Karia, Daksh Dobhal, Daniel Bramblett, Pulkit Verma, Siddharth Srivastava

CoRR, 2024

Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Settings.

Rushang Karia, Pulkit Verma, Alberto Speranzon, Siddharth Srivastava

Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024

2023

Autonomous Capability Assessment of Black-Box Sequential Decision-Making Systems.

Pulkit Verma, Rushang Karia, Siddharth Srivastava

CoRR, 2023

Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings.

Pulkit Verma, Rushang Karia, Siddharth Srivastava

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks.

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Anjana Arunkumar, Arjun Ashok, Arut Selvan Dhanasekaran, Atharva Naik, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Maitreya Patel, Kuntal Kumar Pal, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Shailaja Keyur Sampat, Savan Doshi, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi, Noah A. Smith, Daniel Khashabi

CoRR, 2022

Preliminary Results on Using Abstract AND-OR Graphs for Generalized Solving of Stochastic Shortest Path Problems.

Rushang Karia, Rashmeet Kaur Nayyar, Siddharth Srivastava

CoRR, 2022

Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems.

Rushang Karia, Rashmeet Kaur Nayyar, Siddharth Srivastava

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

Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems.

Rushang Karia, Siddharth Srivastava

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks.

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Savan Doshi, Shailaja Keyur Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning.

Rushang Karia, Siddharth Srivastava

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021