Sumedh Pendurkar

According to our database, Sumedh Pendurkar authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Policy-Guided Search on Tree-of-Thoughts for Efficient Problem Solving with Bounded Language Model Queries.

Sumedh Pendurkar, Guni Sharon

Trans. Mach. Learn. Res., 2025

2024

Curriculum Generation for Learning Guiding Functions in State-Space Search Algorithms.

Sumedh Pendurkar, Levi H. S. Lelis, Nathan R. Sturtevant, Guni Sharon

Proceedings of the Seventeenth International Symposium on Combinatorial Search, 2024

2023

The (Un)Scalability of Informed Heuristic Function Estimation in NP-Hard Search Problems.

Sumedh Pendurkar, Taoan Huang, Brendan Juba, Jiapeng Zhang, Sven Koenig, Guni Sharon

Trans. Mach. Learn. Res., 2023

Bilevel Entropy based Mechanism Design for Balancing Meta in Video Games.

Sumedh Pendurkar, Chris Chow, Luo Jie, Guni Sharon

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

The (Un)Scalability of Heuristic Approximators for NP-Hard Search Problems.

Sumedh Pendurkar, Taoan Huang, Sven Koenig, Guni Sharon

CoRR, 2022

A Discussion on the Scalability of Heuristic Approximators (Extended Abstract).

Sumedh Pendurkar, Taoan Huang, Sven Koenig, Guni Sharon

Proceedings of the Fifteenth International Symposium on Combinatorial Search, 2022

2021

A Joint Imitation-Reinforcement Learning Framework for Reduced Baseline Regret.

Sheelabhadra Dey, Sumedh Pendurkar, Guni Sharon, Josiah P. Hanna

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

Self-supervised Deep Learning for Flower Image Segmentation.

Sudipan Saha, Nasrullah Sheikh, Biplab Banerjee, Sumedh Pendurkar

Proceedings of the 14th International Conference on Innovations in Information Technology, 2020

2019

Semantic Guided Deep Unsupervised Image Segmentation.

Sudipan Saha, Swathikiran Sudhakaran, Biplab Banerjee, Sumedh Pendurkar

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network.

Sumedh Pendurkar, Biplab Banerjee, Sudipan Saha, Francesca Bovolo

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019