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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Exploiting Relational Planning and Task-Specific Abstractions for Multiagent Reinforcement Learning in Relational Domains
Published in Cooperative Multi-Agent Systems Decision-Making and Learning Workshop, 2024
This is the workshop version of the MaRePReL framework published later.
Recommended citation: Singh, Ranveer, Nikhilesh Prabhakar, Sriraam Natarajan, and Prasad Tadepalli. "Exploiting Relational Planning and Task-Specific Abstractions for Multiagent Reinforcement Learning in Relational Domains." (2024).
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Combining Planning and Reinforcement Learning for Solving Relational Multiagent Domains
Published in AAMAS, 2025
This paper is about solving relational multiagent domains using MaRePReL.
Recommended citation: Nikhilesh Prabhakar, Ranveer Singh, Harsha Kokel, Sriraam Natarajan, and Prasad Tadepalli. 2025. Combining Planning and Reinforcement Learning for Solving Relational Multiagent Domains. In Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS '25). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 1708–1717.
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LLM-Guided Causal Bayesian Network Construction for Pediatric Patients on ECMO
Published in Artificial Intelligence in Medicine, 2025
Combining LLMs with data refinement on data of pediatric patients on ECMO to learn Causal Bayesian Network for Patients on ECMO
Recommended citation: Mathur, S. et al. (2025). LLM-Guided Causal Bayesian Network Construction for Pediatric Patients on ECMO. In: Bellazzi, R., Juarez Herrero, J.M., Sacchi, L., Zupan, B. (eds) Artificial Intelligence in Medicine. AIME 2025. Lecture Notes in Computer Science(), vol 15735. Springer, Cham. https://doi.org/10.1007/978-3-031-95841-0_48
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LLMs for Causal Reasoning in Medicine? A Call for Caution
Published in IJCAI workshop on User-Aligned Assessment of Adaptive AI Systems, 2025
This is the workshop version of the manuscript published at CODS 2025
Recommended citation: Mathur, Saurabh, Ranveer Singh, Michael Skinner, Predrag Radivojac, David M. Haas, Lakshmi Raman, and Sriraam Natarajan. "LLMs for Causal Reasoning in Medicine? A Call for Caution." In IJCAI 2025 Workshop on User-Aligned Assessment of Adaptive AI Systems.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.