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Collaborations and top research areas from the last five years
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AUTONOMOUS EVALUATION OF LLMS FOR TRUTH MAINTENANCE AND REASONING TASKS
Karia, R., Bramblett, D., Dobhal, D. & Srivastava, S., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 46764-46809 46 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning
Nayyar, R. K. & Srivastava, S., Apr 11 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 18 ed. Association for the Advancement of Artificial Intelligence, p. 19633-19641 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 18).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Explain it as simple as possible, but no simpler – Explanation via model simplification for addressing inferential gap
Sreedharan, S., Srivastava, S. & Kambhampati, S., Mar 2025, In: Artificial Intelligence. 340, 104279.Research output: Contribution to journal › Article › peer-review
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Using Explainable AI and Hierarchical Planning for Outreach with Robots
Karia, R., Nagpal, J., Dobhal, D., Verma, P., Nayyar, R. K., Shah, N. & Srivastava, S., Apr 11 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 28 ed. Association for the Advancement of Artificial Intelligence, p. 29019-29027 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 28).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Belief-State Query Policies for User-Aligned POMDPs
Bramblett, D. & Srivastava, S., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
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Adaptive Training and Education for Adaptive AI Systems
Srivastava, S. (PI)
DOD-NAVY: Office of Naval Research (ONR)
5/1/23 → 4/30/26
Project: Research project
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Relational Abstractions for Transfer Reinforcement Learning
Srivastava, S. (PI)
6/27/23 → 1/31/24
Project: Research project
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CES Core Project: Risk-aware Communication and Task Planning for Cobots Among Humans (2022)
Vrudhula, S. (CoI) & Srivastava, S. (PI)
INDUSTRY: Various Consortium Members
8/1/22 → 12/31/23
Project: Research project
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Shipboard Assistants for Troubleshooting AI Systems
Cooke, N. (CoI) & Srivastava, S. (PI)
DOD-NAVY: Office of Naval Research (ONR)
5/1/21 → 4/30/24
Project: Research project