Daniel Bramblett, Rushang Karia, Adrian Ciotinga, Ruthvick Suresh, Pulkit Verma, YooJung Choi, Siddharth Srivastava
Manuscript under review. This manuscript studies methods for discovering and learning probabilistic models of black-box AI system capabilities.
Siddharth Srivastava, Georgios Fainekos, Pulkit Verma, Daniel Bramblett
Published in IJCAI Workshop on User-Aligned Assessment of Adaptive AI Systems, 2025
Examines the existing researching on assessing the safety and functionality of taskable AI systems that are designed to continually learn and solving user-desired tasks in user-specific environments.
Rushang Karia, Daniel Bramblett, Daksh Dobhal, Siddharth Srivastava
Published in International Conference on Learning Representations, 2025
This paper evaluates large language models on truth maintenance on translating formal language and reasoning tasks.
Daniel Bramblett, Siddharth Srivastava
Published in Advances in Neural Information Processing Systems, 2024
This paper studies query polices for user-aligned decision making in partially observable Markov decision processes.