publications

@unpublished{NeSyILPI2026,
  author = {Prabhakar, Nikhilesh and Balaji, Varun and Karanam, Athresh and Kersting, Kristian and Natarajan, Sriraam},
  title = {Neurosymbolic Imitation Learning with Human Guidance: A Privileged Information Approach},
  note = {Under Review},
  booktitle = {ECML PKDD},
  year = {2026},
}

@inproceedings{MaRePReL2025,
  author = {Prabhakar, Nikhilesh and Singh, Ranveer and Kokel, Harsha and Natarajan, Sriraam and Tadepalli, Prasad},
  title = {Combining Planning and Reinforcement Learning for Solving Relational Multiagent Domains},
  booktitle = {Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS)},
  year = {2025},
}

@inproceedings{RelPlanRLPRL2024,
  author = {Prabhakar, Nikhilesh and Singh, Ranveer and Kokel, Harsha and Natarajan, Sriraam and Tadepalli, Prasad},
  title = {Exploiting Relational Planning and Task-Specific Abstractions for Multiagent Reinforcement Learning},
  booktitle = {AAAI Workshop on Planning and Reinforcement Learning (PRL)},
  year = {2024},
}

@inproceedings{HDRePReL,
  author = {Kokel, Harsha and Prabhakar, Nikhilesh and Ravindran, Balaraman and Blasch, Erik and Tadepalli, Prasad and Natarajan, Sriraam},
  booktitle = {2022 25th International Conference on Information Fusion (FUSION)},
  title = {Hybrid Deep RePReL: Integrating Relational Planning and Reinforcement Learning for Information Fusion},
  year = {2022},
  pages = {1-8},
  doi = {10.23919/FUSION49751.2022.9841246}
}

@article{AirTransportSNAM2021,
  author = {Prabhakar, Nikhilesh and Anbarasi, L. Jani},
  title = {Analysis of the Complex Air Transport Network: A Global Perspective},
  journal = {Social Network Analysis and Mining},
  year = {2021},
}