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Soumik Sarkar — most-cited papers & profile · AI for Science
← authors
·
overview
Soumik Sarkar
9
papers ·
13
citations ·
46
h-index
Iowa State University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Optimizing Navigation And Chemical Application in Precision Agriculture With Deep Reinforcement Learning And Conditional Action Tree
2025 · 7 citations
Deep Reinforcement Learning for Adaptive Traffic Signal Control
2019 · 4 citations
Robustifying Reinforcement Learning Agents via Action Space Adversarial Training
2020 · 2 citations
Neural CDEs as Correctors for Learned Time Series Models
2025
Reinforcement Learning for Autonomous Point-to-Point UAV Navigation
2025
Can Pretrained Vision-Language Embeddings Alone Guide Robot Navigation?
2025
DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models
2025
Optimizing Navigation And Chemical Application in Precision Agriculture With Deep Reinforcement Learning And Conditional Action Tree
2025
Granger Causality Based Hierarchical Time Series Clustering for State Estimation
2021
Topics
Navigation
Exploration
Model-Based RL
Control
Drones
Value-Based
Policy Gradient
Uncategorized
Perception
Federated Learning