Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning. - Rushang Karia; Siddharth Srivastava 001 (AAAI, 2021)

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; et al. (EMNLP, 2022)

Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems. - Rushang Karia; Siddharth Srivastava 001 (IJCAI, 2022)

Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems. - Rushang Karia; Rashmeet Kaur Nayyar; Siddharth Srivastava 001 (NeurIPS, 2022)

Preliminary Results on Using Abstract AND-OR Graphs for Generalized Solving of Stochastic Shortest Path Problems. - Rushang Karia; Rashmeet Kaur Nayyar; Siddharth Srivastava 001 (CoRR, 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; et al. (CoRR, 2022)

Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings. - Pulkit Verma 001; Rushang Karia; Siddharth Srivastava 001 (NeurIPS, 2023)

Autonomous Capability Assessment of Black-Box Sequential Decision-Making Systems. - Pulkit Verma 001; Rushang Karia; Siddharth Srivastava 001 (CoRR, 2023)

Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Settings. - Rushang Karia; Pulkit Verma 001; Alberto Speranzon; Siddharth Srivastava 001 (ICAPS, 2024)

Can LLMs Converse Formally? Automatically Assessing LLMs in Translating and Interpreting Formal Specifications. - Rushang Karia; Daksh Dobhal; Daniel Bramblett; Pulkit Verma 001; Siddharth Srivastava 001 (CoRR, 2024)

∀uto∃∨∧L: Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks. - Rushang Karia; Daniel Bramblett; Daksh Dobhal; Siddharth Srivastava 001 (CoRR, 2024)

Using Explainable AI and Hierarchical Planning for Outreach with Robots. - Rushang Karia; Jayesh Nagpal; Daksh Dobhal; Pulkit Verma 001; Rashmeet Kaur Nayyar; Naman Shah 002; Siddharth Srivastava 001 (AAAI, 2025)

Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks. - Rushang Karia; Daniel Bramblett; Daksh Dobhal; Siddharth Srivastava 001 (ICLR, 2025)