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Sriraam Natarajan

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Harsha Kokel

> Home > Persons > Sriraam Natarajan

Publications

2023
[j27]
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  dblp key:
  - journals/nca/KokelNRT23
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  - https://dblp.org/rec/journals/nca/KokelNRT23
Harsha Kokel, Sriraam Natarajan, Balaraman Ravindran, Prasad Tadepalli:
RePReL: a unified framework for integrating relational planning and reinforcement learning for effective abstraction in discrete and continuous domains. Neural Comput. Appl. 35(23): 16877-16892 (2023)
2022
[c105]
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  dblp key:
  - conf/fusion/KokelPRBTN22
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  - https://dblp.org/rec/conf/fusion/KokelPRBTN22
Harsha Kokel, Nikhilesh Prabhakar, Balaraman Ravindran, Erik Blasch, Prasad Tadepalli, Sriraam Natarajan:
Hybrid Deep RePReL: Integrating Relational Planning and Reinforcement Learning for Information Fusion. FUSION 2022: 1-8
[i28]
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  - journals/corr/abs-2207-09566
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  - https://dblp.org/rec/journals/corr/abs-2207-09566
Harsha Kokel, Mayukh Das, Md Rakibul Islam, Julia Bonn, Jon Z. Cai, Soham Dan, Anjali Narayan-Chen, Prashant Jayannavar, Janardhan Rao Doppa, Julia Hockenmaier, Sriraam Natarajan, Martha Palmer, Dan Roth:
Human-guided Collaborative Problem Solving: A Natural Language based Framework. CoRR abs/2207.09566 (2022)
2021
[c101]
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  dblp key:
  - conf/aime/KaranamHKHRN21
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  - https://dblp.org/rec/conf/aime/KaranamHKHRN21
Athresh Karanam, Alexander L. Hayes, Harsha Kokel, David M. Haas, Predrag Radivojac, Sriraam Natarajan:
A Probabilistic Approach to Extract Qualitative Knowledge for Early Prediction of Gestational Diabetes. AIME 2021: 497-502
[c100]
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  - electronic edition @ aaai.org
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  dblp key:
  - conf/aips/KokelMNRT21
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  - https://dblp.org/rec/conf/aips/KokelMNRT21
Harsha Kokel, Arjun Manoharan, Sriraam Natarajan, Balaraman Ravindran, Prasad Tadepalli:
RePReL: Integrating Relational Planning and Reinforcement Learning for Effective Abstraction. ICAPS 2021: 533-541
[i24]
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  dblp key:
  - journals/corr/abs-2110-08318
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Harsha Kokel, Arjun Manoharan, Sriraam Natarajan, Balaraman Ravindran, Prasad Tadepalli:
Dynamic probabilistic logic models for effective abstractions in RL. CoRR abs/2110.08318 (2021)
2020
[c94]
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  dblp key:
  - conf/aaai/KokelOYN20
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  - https://dblp.org/rec/conf/aaai/KokelOYN20
Harsha Kokel, Phillip Odom, Shuo Yang, Sriraam Natarajan:
A Unified Framework for Knowledge Intensive Gradient Boosting: Leveraging Human Experts for Noisy Sparse Domains. AAAI 2020: 4460-4468

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