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RePReL: Integrating Relational Planning and Reinforcement Learning for Effective Abstraction
- Harsha Kokel, Arjun Manoharan, Sriraam Natarajan, Balaraman Ravindran, Prasad Tadepalli
- Computer ScienceICAPS
- 2021
TLDR
Graph Sparsification via Meta-Learning
- Guihong Wan, Harsha Kokel
- Computer Science
- 2020
TLDR
A Unified Framework for Knowledge Intensive Gradient Boosting: Leveraging Human Experts for Noisy Sparse Domains
- Harsha Kokel, Phillip Odom, Shuo Yang, S. Natarajan
- Computer ScienceAAAI
- 3 April 2020
TLDR
Morpheme Extraction Task at FIRE 2012--2013
- Rashmi Sankepally, Harsha Kokel, Komal Agarwal, Prasenjit Majumder
- LinguisticsFIRE
- 4 December 2013
TLDR
A Probabilistic Approach to Extract Qualitative Knowledge for Early Prediction of Gestational Diabetes
- Athresh Karanam, Alexander L. Hayes, Harsha Kokel, D. Haas, P. Radivojac, Sriraam Natarajan
- Computer ScienceAIME
- 1 June 2021
TLDR
Action Space Reduction for Planning Domains
- Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi, Kavitha Srinivas
- Computer Science
- 2022
TLDR
Human-guided Collaborative Problem Solving: A Natural Language based Framework
- Harsha Kokel, M. Das, D. Roth
- Computer ScienceArXiv
- 19 July 2022
TLDR
Dynamic probabilistic logic models for effective task-specific abstractions in RL
- Harsha Kokel
- Computer Science
- 2022
TLDR
Hybrid Deep RePReL: Integrating Relational Planning and Reinforcement Learning for Information Fusion
- Harsha Kokel, Nikhilesh Prabhakar, Balaraman Ravindran, Erik Blasch, Prasad Tadepalli, Sriraam Natarajan
- Computer Science25th International Conference on Information…
- 4 July 2022
Fusion of high-level symbolic reasoning with lower level signal-based reasoning has attracted significant attention. We propose an architecture that integrates the high-level symbolic domain…
How to Reduce Action Space for Planning Domains? (Student Abstract)
- Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi, Kavitha Srinivas
- Computer ScienceAAAI
- 28 June 2022
TLDR
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