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2020 – today
- 2024
[c6]Rushang Karia, Pulkit Verma
, Alberto Speranzon, Siddharth Srivastava:
Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Settings. ICAPS 2024: 310-318- [i9]Rushang Karia, Pulkit Verma, Alberto Speranzon, Siddharth Srivastava:
Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Settings. CoRR abs/2402.08145 (2024) - [i8]Rushang Karia, Daksh Dobhal, Daniel Bramblett, Pulkit Verma, Siddharth Srivastava:
Can LLMs Converse Formally? Automatically Assessing LLMs in Translating and Interpreting Formal Specifications. CoRR abs/2403.18327 (2024) - [i7]Daksh Dobhal, Jayesh Nagpal, Rushang Karia, Pulkit Verma, Rashmeet Kaur Nayyar, Naman Shah, Siddharth Srivastava:
Using Explainable AI and Hierarchical Planning for Outreach with Robots. CoRR abs/2404.00808 (2024) - [i6]Rushang Karia, Daniel Bramblett, Daksh Dobhal, Siddharth Srivastava:
∀uto∃∨∧L: Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks. CoRR abs/2410.08437 (2024) - 2023
- [c5]Pulkit Verma, Rushang Karia, Siddharth Srivastava:
Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings. NeurIPS 2023 - [i5]Pulkit Verma, Rushang Karia, Siddharth Srivastava:
Autonomous Capability Assessment of Black-Box Sequential Decision-Making Systems. CoRR abs/2306.04806 (2023) - 2022
- [c4]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:
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks. EMNLP 2022: 5085-5109 - [c3]Rushang Karia, Siddharth Srivastava:
Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems. IJCAI 2022: 3135-3142 - [c2]Rushang Karia, Rashmeet Kaur Nayyar, Siddharth Srivastava:
Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems. NeurIPS 2022 - [i4]Rushang Karia, Rashmeet Kaur Nayyar, Siddharth Srivastava:
Preliminary Results on Using Abstract AND-OR Graphs for Generalized Solving of Stochastic Shortest Path Problems. CoRR abs/2204.04301 (2022) - [i3]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:
Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks. CoRR abs/2204.07705 (2022) - [i2]Rushang Karia, Siddharth Srivastava:
Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems. CoRR abs/2204.12665 (2022) - 2021
- [c1]Rushang Karia, Siddharth Srivastava:
Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning. AAAI 2021: 8064-8073 - 2020
- [i1]Rushang Karia, Siddharth Srivastava:
Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning. CoRR abs/2007.06702 (2020)
Coauthor Index
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