| Differential assessment of black-box AI agents RK Nayyar, P Verma, S Srivastava Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9868-9876, 2022 | 33 | 2022 |
| Conditional abstraction trees for sample-efficient reinforcement learning M Dadvar, RK Nayyar, S Srivastava Uncertainty in Artificial Intelligence, 485-495, 2023 | 14* | 2023 |
| Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems R Karia, RK Nayyar, S Srivastava NeurIPS 2022, 2022 | 12 | 2022 |
| Content-based auto-tagging of audios using deep learning RK Nayyar, S Nair, O Patil, R Pawar, A Lolage 2017 International conference on big data, IoT and data science (BID), 30-36, 2017 | 12 | 2017 |
| Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning RK Nayyar, S Srivastava Proceedings of the AAAI Conference on Artificial Intelligence, 2025 | 6 | 2025 |
| Using explainable AI and hierarchical planning for outreach with robots R Karia, J Nagpal, D Dobhal, P Verma, RK Nayyar, N Shah, S Srivastava Proceedings of the AAAI Conference on Artificial Intelligence 39 (28), 29019 …, 2025 | 4 | 2025 |
| Learning generalizable symbolic options for transfer in reinforcement learning RK Nayyar, S Verma, S Srivastava NeurIPS 2023 Workshop on Generalization in Planning, 2023 | 3 | 2023 |
| Perfect Observability is a Myth: Restraining Bolts in the Real World M Verma, N Shah, RK Nayyar, A Hanni | 3 | 2021 |
| Context-Sensitive Abstractions for Reinforcement Learning with Parameterized Actions RK Nayyar, N Shah, S Srivastava arXiv preprint arXiv:2512.20831, 2025 | | 2025 |
| Learning Context-Sensitive State and Action Abstractions for Reinforcement Learning with Parameterized Actions RK Nayyar, N Shah, S Srivastava Finding the Frame Workshop at RLC 2025, 2025 | | 2025 |
| Autonomous Invention of Generalizable Options for Hierarchical Planning and Reinforcement Learning RK Nayyar, S Srivastava | | 2025 |
| Learning generalizable and composable abstractions for transfer in reinforcement learning RK Nayyar Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23403 …, 2024 | | 2024 |
| Automated Physics-Based Detection and Identification of Intergalactic Clouds using Probabilistic Programming RK Nayyar, M Padave, S Borthakur, S Srivastava American Astronomical Society Meeting Abstracts# 234 234, 203.05, 2019 | | 2019 |
Siddharth SrivastavaArizona State UniversityVerified email at asu.edu
